{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "9b043a5f-b961-4c6c-9107-f9ae8f0778f3",
   "metadata": {},
   "source": [
    "# Netflix movie search\n",
    "\n",
    "Finding out what to watch is tough choice mainly because of the abundance of options and the scarcity of time.\n",
    "Let's follow a data-driven approach to arrive at a decision!\n",
    "\n",
    "In our [dataset](https://www.kaggle.com/datasets/dgoenrique/netflix-movies-and-tv-shows) of movies, we know the\n",
    "- description,\n",
    "- genre\n",
    "- title\n",
    "- and the release_year\n",
    "of the movie.\n",
    "\n",
    "Putting together a vector index on top of these embedded inputs will create a space where we can search semantically to find our movie choice for tonight.\n",
    "\n",
    "We are going to browse the movies\n",
    "\n",
    "- searching with an idea (heartfelt romantic comedy)\n",
    "- tweak around the results giving more imporance to matches in certain input fields\n",
    "- search in description, genre and title with different search terms for each\n",
    "- and after finding a close enough movie (that is not quite it), search around utilizing that one, too"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "80fdfc22-58c9-4355-97e9-685ced8a8a1e",
   "metadata": {},
   "source": [
    "## Boilerplate\n",
    "\n",
    "### Installation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "782788ff-ea73-4e06-8fd2-b4a114b5f25d",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "%pip install superlinked==3.38.0"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cb50885c-536e-480a-b3a1-3c0d4449d64b",
   "metadata": {},
   "source": [
    "### Imports and constants"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "f641dd4c-2df4-460d-bd96-f0b654e1bd05",
   "metadata": {},
   "outputs": [],
   "source": [
    "from datetime import timedelta, datetime\n",
    "\n",
    "import altair as alt\n",
    "import os\n",
    "import pandas as pd\n",
    "\n",
    "from superlinked.evaluation.charts.recency_plotter import RecencyPlotter\n",
    "from superlinked.framework.common.dag.context import CONTEXT_COMMON, CONTEXT_COMMON_NOW\n",
    "from superlinked.framework.common.dag.period_time import PeriodTime\n",
    "from superlinked.framework.common.schema.schema import schema\n",
    "from superlinked.framework.common.schema.schema_object import String, Timestamp\n",
    "from superlinked.framework.common.schema.id_schema_object import IdField\n",
    "from superlinked.framework.common.parser.dataframe_parser import DataFrameParser\n",
    "from superlinked.framework.dsl.executor.in_memory.in_memory_executor import (\n",
    "    InMemoryExecutor,\n",
    "    InMemoryApp,\n",
    ")\n",
    "from superlinked.framework.dsl.index.index import Index\n",
    "from superlinked.framework.dsl.query.param import Param\n",
    "from superlinked.framework.dsl.query.query import Query\n",
    "from superlinked.framework.dsl.query.result import Result\n",
    "from superlinked.framework.dsl.source.in_memory_source import InMemorySource\n",
    "from superlinked.framework.dsl.space.text_similarity_space import TextSimilaritySpace\n",
    "from superlinked.framework.dsl.space.recency_space import RecencySpace\n",
    "\n",
    "alt.renderers.enable(\"mimetype\")\n",
    "alt.data_transformers.disable_max_rows()\n",
    "pd.set_option(\"display.max_colwidth\", 190)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "2b55a3d8-dbe3-4f35-be21-11864226252d",
   "metadata": {},
   "outputs": [],
   "source": [
    "YEAR_IN_DAYS = 365\n",
    "TOP_N = 10\n",
    "DATASET_URL = \"https://storage.googleapis.com/superlinked-notebook-netflix-shows-dataset/titles.csv\"\n",
    "# as our latest movie is from 2022 we can set this as the time of the analysis\n",
    "END_OF_2022_TS = int(datetime(2022, 12, 31, 23, 59).timestamp())\n",
    "EXECUTOR_DATA = {CONTEXT_COMMON: {CONTEXT_COMMON_NOW: END_OF_2022_TS}}"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "480739b3-b03f-426d-9eec-affb54d86228",
   "metadata": {},
   "source": [
    "## Prepare dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "339d4fcf-50d2-4d5c-a800-14807a2d4cfb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>description</th>\n",
       "      <th>genres</th>\n",
       "      <th>title</th>\n",
       "      <th>release_year</th>\n",
       "      <th>id</th>\n",
       "      <th>timestamp</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>This collection includes 12 World War II-era propaganda films — many of which are graphic and offensive — discussed in the docuseries \"Five Came Back.\"</td>\n",
       "      <td>documentation</td>\n",
       "      <td>Five Came Back: The Reference Films</td>\n",
       "      <td>1945</td>\n",
       "      <td>ts300399</td>\n",
       "      <td>-788918400.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>A mentally unstable Vietnam War veteran works as a night-time taxi driver in New York City where the perceived decadence and sleaze feed his urge for violent action.</td>\n",
       "      <td>drama crime</td>\n",
       "      <td>Taxi Driver</td>\n",
       "      <td>1976</td>\n",
       "      <td>tm84618</td>\n",
       "      <td>189302400.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Intent on seeing the Cahulawassee River before it's turned into one huge lake, outdoor fanatic Lewis Medlock takes his friends on a river-rafting trip they'll never forget into the dange...</td>\n",
       "      <td>drama action thriller european</td>\n",
       "      <td>Deliverance</td>\n",
       "      <td>1972</td>\n",
       "      <td>tm154986</td>\n",
       "      <td>63072000.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>King Arthur, accompanied by his squire, recruits his Knights of the Round Table, including Sir Bedevere the Wise, Sir Lancelot the Brave, Sir Robin the Not-Quite-So-Brave-As-Sir-Lancelot...</td>\n",
       "      <td>fantasy action comedy</td>\n",
       "      <td>Monty Python and the Holy Grail</td>\n",
       "      <td>1975</td>\n",
       "      <td>tm127384</td>\n",
       "      <td>157766400.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>12 American military prisoners in World War II are ordered to infiltrate a well-guarded enemy château and kill the Nazi officers vacationing there. The soldiers, most of whom are facing ...</td>\n",
       "      <td>war action</td>\n",
       "      <td>The Dirty Dozen</td>\n",
       "      <td>1967</td>\n",
       "      <td>tm120801</td>\n",
       "      <td>-94694400.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                                                                                                                                     description  \\\n",
       "0                                        This collection includes 12 World War II-era propaganda films — many of which are graphic and offensive — discussed in the docuseries \"Five Came Back.\"   \n",
       "1                          A mentally unstable Vietnam War veteran works as a night-time taxi driver in New York City where the perceived decadence and sleaze feed his urge for violent action.   \n",
       "2  Intent on seeing the Cahulawassee River before it's turned into one huge lake, outdoor fanatic Lewis Medlock takes his friends on a river-rafting trip they'll never forget into the dange...   \n",
       "3  King Arthur, accompanied by his squire, recruits his Knights of the Round Table, including Sir Bedevere the Wise, Sir Lancelot the Brave, Sir Robin the Not-Quite-So-Brave-As-Sir-Lancelot...   \n",
       "4  12 American military prisoners in World War II are ordered to infiltrate a well-guarded enemy château and kill the Nazi officers vacationing there. The soldiers, most of whom are facing ...   \n",
       "\n",
       "                           genres                                title  \\\n",
       "0                   documentation  Five Came Back: The Reference Films   \n",
       "1                     drama crime                          Taxi Driver   \n",
       "2  drama action thriller european                          Deliverance   \n",
       "3           fantasy action comedy      Monty Python and the Holy Grail   \n",
       "4                      war action                      The Dirty Dozen   \n",
       "\n",
       "   release_year        id    timestamp  \n",
       "0          1945  ts300399 -788918400.0  \n",
       "1          1976   tm84618  189302400.0  \n",
       "2          1972  tm154986   63072000.0  \n",
       "3          1975  tm127384  157766400.0  \n",
       "4          1967  tm120801  -94694400.0  "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "NROWS = os.getenv(\"NOTEBOOK_TEST_ROW_LIMIT\", None)\n",
    "NROWS = NROWS if NROWS is None else int(NROWS)\n",
    "movie_df = pd.read_csv(DATASET_URL, nrows=NROWS)\n",
    "# keep only relevant columns\n",
    "movie_df = (\n",
    "    movie_df[[\"description\", \"genres\", \"title\", \"release_year\", \"id\"]]\n",
    "    .drop_duplicates(subset=[\"description\"])\n",
    "    .dropna(how=\"any\")\n",
    ")\n",
    "# join genres to create a textual column\n",
    "movie_df[\"genres\"] = movie_df[\"genres\"].apply(lambda x: \" \".join(eval(x)))\n",
    "# convert release year to a timestamp - always the 1st of January\n",
    "movie_df[\"timestamp\"] = [\n",
    "    pd.Timestamp(year=year, month=1, day=1).timestamp()\n",
    "    for year in movie_df[\"release_year\"].tolist()\n",
    "]\n",
    "movie_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "4cfe8e4b-a22d-4b79-acf3-e1dc91bb3ec7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.vegalite.v5+json": {
       "$schema": "https://vega.github.io/schema/vega-lite/v5.16.3.json",
       "config": {
        "view": {
         "continuousHeight": 300,
         "continuousWidth": 300
        }
       },
       "data": {
        "name": "data-1193ce539508db5243d364ac44c0c4ed"
       },
       "datasets": {
        "data-1193ce539508db5243d364ac44c0c4ed": [
         {
          "release_year": "1945"
         },
         {
          "release_year": "1976"
         },
         {
          "release_year": "1972"
         },
         {
          "release_year": "1975"
         },
         {
          "release_year": "1967"
         },
         {
          "release_year": "1969"
         },
         {
          "release_year": "1979"
         },
         {
          "release_year": "1971"
         },
         {
          "release_year": "1967"
         },
         {
          "release_year": "1980"
         },
         {
          "release_year": "1961"
         },
         {
          "release_year": "1966"
         },
         {
          "release_year": "1979"
         },
         {
          "release_year": "1954"
         },
         {
          "release_year": "1958"
         },
         {
          "release_year": "1977"
         },
         {
          "release_year": "1972"
         },
         {
          "release_year": "1979"
         },
         {
          "release_year": "1969"
         },
         {
          "release_year": "1980"
         },
         {
          "release_year": "1963"
         },
         {
          "release_year": "1979"
         },
         {
          "release_year": "1954"
         },
         {
          "release_year": "1956"
         },
         {
          "release_year": "1979"
         },
         {
          "release_year": "1960"
         },
         {
          "release_year": "1972"
         },
         {
          "release_year": "1975"
         },
         {
          "release_year": "1976"
         },
         {
          "release_year": "1973"
         },
         {
          "release_year": "1974"
         },
         {
          "release_year": "1959"
         },
         {
          "release_year": "1980"
         },
         {
          "release_year": "1976"
         },
         {
          "release_year": "1978"
         },
         {
          "release_year": "1989"
         },
         {
          "release_year": "1990"
         },
         {
          "release_year": "1987"
         },
         {
          "release_year": "1984"
         },
         {
          "release_year": "1989"
         },
         {
          "release_year": "1984"
         },
         {
          "release_year": "1989"
         },
         {
          "release_year": "1984"
         },
         {
          "release_year": "1983"
         },
         {
          "release_year": "1982"
         },
         {
          "release_year": "1984"
         },
         {
          "release_year": "1989"
         },
         {
          "release_year": "1990"
         },
         {
          "release_year": "1983"
         },
         {
          "release_year": "1989"
         },
         {
          "release_year": "1989"
         },
         {
          "release_year": "1987"
         },
         {
          "release_year": "1986"
         },
         {
          "release_year": "1989"
         },
         {
          "release_year": "1981"
         },
         {
          "release_year": "1981"
         },
         {
          "release_year": "1983"
         },
         {
          "release_year": "1988"
         },
         {
          "release_year": "1981"
         },
         {
          "release_year": "1987"
         },
         {
          "release_year": "1987"
         },
         {
          "release_year": "1985"
         },
         {
          "release_year": "1990"
         },
         {
          "release_year": "1982"
         },
         {
          "release_year": "1982"
         },
         {
          "release_year": "1982"
         },
         {
          "release_year": "1990"
         },
         {
          "release_year": "1989"
         },
         {
          "release_year": "1988"
         },
         {
          "release_year": "1988"
         },
         {
          "release_year": "1989"
         },
         {
          "release_year": "1990"
         },
         {
          "release_year": "1986"
         },
         {
          "release_year": "1988"
         },
         {
          "release_year": "1990"
         },
         {
          "release_year": "1989"
         },
         {
          "release_year": "1989"
         },
         {
          "release_year": "1988"
         },
         {
          "release_year": "1989"
         },
         {
          "release_year": "1984"
         },
         {
          "release_year": "1987"
         },
         {
          "release_year": "1986"
         },
         {
          "release_year": "1988"
         },
         {
          "release_year": "1988"
         },
         {
          "release_year": "1987"
         },
         {
          "release_year": "1986"
         },
         {
          "release_year": "1984"
         },
         {
          "release_year": "1983"
         },
         {
          "release_year": "1982"
         },
         {
          "release_year": "1982"
         },
         {
          "release_year": "1990"
         },
         {
          "release_year": "2000"
         },
         {
          "release_year": "1996"
         },
         {
          "release_year": "1997"
         },
         {
          "release_year": "1995"
         },
         {
          "release_year": "1997"
         },
         {
          "release_year": "1997"
         },
         {
          "release_year": "1994"
         },
         {
          "release_year": "2000"
         },
         {
          "release_year": "1999"
         },
         {
          "release_year": "1999"
         },
         {
          "release_year": "1998"
         },
         {
          "release_year": "1997"
         },
         {
          "release_year": "1998"
         },
         {
          "release_year": "1997"
         },
         {
          "release_year": "2000"
         },
         {
          "release_year": "1994"
         },
         {
          "release_year": "1995"
         },
         {
          "release_year": "1997"
         },
         {
          "release_year": "1994"
         },
         {
          "release_year": "2000"
         },
         {
          "release_year": "1994"
         },
         {
          "release_year": "1995"
         },
         {
          "release_year": "1998"
         },
         {
          "release_year": "1993"
         },
         {
          "release_year": "1999"
         },
         {
          "release_year": "1998"
         },
         {
          "release_year": "1998"
         },
         {
          "release_year": "1997"
         },
         {
          "release_year": "1994"
         },
         {
          "release_year": "1995"
         },
         {
          "release_year": "2000"
         },
         {
          "release_year": "1992"
         },
         {
          "release_year": "1999"
         },
         {
          "release_year": "1993"
         },
         {
          "release_year": "1994"
         },
         {
          "release_year": "1991"
         },
         {
          "release_year": "1994"
         },
         {
          "release_year": "1996"
         },
         {
          "release_year": "1997"
         },
         {
          "release_year": "1997"
         },
         {
          "release_year": "1993"
         },
         {
          "release_year": "1994"
         },
         {
          "release_year": "1998"
         },
         {
          "release_year": "1992"
         },
         {
          "release_year": "1997"
         },
         {
          "release_year": "1996"
         },
         {
          "release_year": "2000"
         },
         {
          "release_year": "1997"
         },
         {
          "release_year": "1995"
         },
         {
          "release_year": "1993"
         },
         {
          "release_year": "1993"
         },
         {
          "release_year": "1995"
         },
         {
          "release_year": "1994"
         },
         {
          "release_year": "1998"
         },
         {
          "release_year": "1991"
         },
         {
          "release_year": "1997"
         },
         {
          "release_year": "1998"
         },
         {
          "release_year": "1997"
         },
         {
          "release_year": "1993"
         },
         {
          "release_year": "1998"
         },
         {
          "release_year": "2000"
         },
         {
          "release_year": "1994"
         },
         {
          "release_year": "1993"
         },
         {
          "release_year": "1997"
         },
         {
          "release_year": "1995"
         },
         {
          "release_year": "1998"
         },
         {
          "release_year": "1999"
         },
         {
          "release_year": "1994"
         },
         {
          "release_year": "1996"
         },
         {
          "release_year": "1994"
         },
         {
          "release_year": "1999"
         },
         {
          "release_year": "1998"
         },
         {
          "release_year": "1994"
         },
         {
          "release_year": "1991"
         },
         {
          "release_year": "2000"
         },
         {
          "release_year": "1994"
         },
         {
          "release_year": "1998"
         },
         {
          "release_year": "1998"
         },
         {
          "release_year": "1998"
         },
         {
          "release_year": "1993"
         },
         {
          "release_year": "1999"
         },
         {
          "release_year": "1993"
         },
         {
          "release_year": "1998"
         },
         {
          "release_year": "1991"
         },
         {
          "release_year": "1993"
         },
         {
          "release_year": "1995"
         },
         {
          "release_year": "1991"
         },
         {
          "release_year": "1999"
         },
         {
          "release_year": "1998"
         },
         {
          "release_year": "1991"
         },
         {
          "release_year": "1996"
         },
         {
          "release_year": "1993"
         },
         {
          "release_year": "1999"
         },
         {
          "release_year": "1997"
         },
         {
          "release_year": "1996"
         },
         {
          "release_year": "1995"
         },
         {
          "release_year": "1998"
         },
         {
          "release_year": "1998"
         },
         {
          "release_year": "1997"
         },
         {
          "release_year": "1998"
         },
         {
          "release_year": "1996"
         },
         {
          "release_year": "1994"
         },
         {
          "release_year": "1991"
         },
         {
          "release_year": "2000"
         },
         {
          "release_year": "1999"
         },
         {
          "release_year": "1992"
         },
         {
          "release_year": "1991"
         },
         {
          "release_year": "1991"
         },
         {
          "release_year": "1998"
         },
         {
          "release_year": "1993"
         },
         {
          "release_year": "1991"
         },
         {
          "release_year": "1993"
         },
         {
          "release_year": "1998"
         },
         {
          "release_year": "1993"
         },
         {
          "release_year": "2000"
         },
         {
          "release_year": "2000"
         },
         {
          "release_year": "1999"
         },
         {
          "release_year": "1991"
         },
         {
          "release_year": "1994"
         },
         {
          "release_year": "1999"
         },
         {
          "release_year": "1995"
         },
         {
          "release_year": "1998"
         },
         {
          "release_year": "1991"
         },
         {
          "release_year": "1999"
         },
         {
          "release_year": "1991"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2002"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2002"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2002"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2002"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2001"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2001"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2001"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2001"
         },
         {
          "release_year": "2001"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2001"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2001"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2002"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2002"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2002"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2001"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2002"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2002"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2001"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2002"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2002"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2002"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2002"
         },
         {
          "release_year": "2001"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2001"
         },
         {
          "release_year": "2001"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2001"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2001"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2002"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2001"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2002"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2002"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2002"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2001"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2002"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2002"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2001"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2001"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2002"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2002"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2001"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2002"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2005"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2009"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2001"
         },
         {
          "release_year": "2007"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2008"
         },
         {
          "release_year": "2010"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2004"
         },
         {
          "release_year": "2006"
         },
         {
          "release_year": "2003"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2012"
         },
         {
          "release_year": "2011"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2014"
         },
         {
          "release_year": "2013"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2016"
         },
         {
          "release_year": "2015"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2017"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2018"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2019"
         },
         {
          "release_year": "2020"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2022"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         },
         {
          "release_year": "2021"
         }
        ]
       },
       "encoding": {
        "x": {
         "field": "release_year",
         "type": "nominal"
        },
        "y": {
         "aggregate": "count",
         "type": "quantitative"
        }
       },
       "mark": {
        "type": "bar"
       }
      },
      "image/png": "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",
      "text/plain": [
       "<VegaLite 5 object>\n",
       "\n",
       "If you see this message, it means the renderer has not been properly enabled\n",
       "for the frontend that you are using. For more information, see\n",
       "https://altair-viz.github.io/user_guide/display_frontends.html#troubleshooting\n"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# let's use 4, 10 and 40 years as our period times so that populous areas get more focus\n",
    "alt.Chart(movie_df[[\"release_year\"]].astype(str)).mark_bar().encode(\n",
    "    x=alt.X(\"release_year\"), y=\"count()\"\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4405f9b4-8109-4cd1-ab80-9df69ee75671",
   "metadata": {},
   "source": [
    "## Set up Superlinked"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "363d1bfb-a842-49b6-a822-99db1f18daa8",
   "metadata": {},
   "outputs": [],
   "source": [
    "# accommodate our inputs in a typed schema\n",
    "@schema\n",
    "class MovieSchema:\n",
    "    description: String\n",
    "    title: String\n",
    "    release_timestamp: Timestamp\n",
    "    genres: String\n",
    "    id: IdField"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "7b17ee72-539f-459a-ab8e-f1918579987d",
   "metadata": {},
   "outputs": [],
   "source": [
    "movie = MovieSchema()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "abba40ea-a250-4b12-ad4b-ef90155c3175",
   "metadata": {},
   "outputs": [],
   "source": [
    "# textual fields are embedded using a sentence-transformers model\n",
    "description_space = TextSimilaritySpace(\n",
    "    text=movie.description, model=\"sentence-transformers/paraphrase-MiniLM-L3-v2\"\n",
    ")\n",
    "title_space = TextSimilaritySpace(\n",
    "    text=movie.title, model=\"sentence-transformers/paraphrase-MiniLM-L3-v2\"\n",
    ")\n",
    "genre_space = TextSimilaritySpace(\n",
    "    text=movie.genres, model=\"sentence-transformers/paraphrase-MiniLM-L3-v2\"\n",
    ")\n",
    "# release date are encoded using our recency space\n",
    "# periodtimes aim to reflect notable breaks in our scores\n",
    "recency_space = RecencySpace(\n",
    "    timestamp=movie.release_timestamp,\n",
    "    period_time_list=[\n",
    "        PeriodTime(timedelta(days=4 * YEAR_IN_DAYS)),\n",
    "        PeriodTime(timedelta(days=10 * YEAR_IN_DAYS)),\n",
    "        PeriodTime(timedelta(days=40 * YEAR_IN_DAYS)),\n",
    "    ],\n",
    "    negative_filter=-0.25,\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "88e05778-8ab1-49c9-922d-cd825c65b93a",
   "metadata": {},
   "outputs": [],
   "source": [
    "movie_index = Index(spaces=[description_space, title_space, genre_space, recency_space])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "b56927bf-503c-4f08-98c4-f5f9a49690af",
   "metadata": {},
   "outputs": [],
   "source": [
    "query_text_param = Param(\"query_text\")\n",
    "\n",
    "simple_query = (\n",
    "    Query(\n",
    "        movie_index,\n",
    "        weights={\n",
    "            description_space: Param(\"description_weight\"),\n",
    "            title_space: Param(\"title_weight\"),\n",
    "            genre_space: Param(\"genre_weight\"),\n",
    "            recency_space: Param(\"recency_weight\"),\n",
    "        },\n",
    "    )\n",
    "    .find(movie)\n",
    "    .similar(description_space.text, query_text_param)\n",
    "    .similar(title_space.text, query_text_param)\n",
    "    .similar(genre_space.text, query_text_param)\n",
    "    .limit(TOP_N)\n",
    ")\n",
    "\n",
    "advanced_query = (\n",
    "    Query(\n",
    "        movie_index,\n",
    "        weights={\n",
    "            description_space: Param(\"description_weight\"),\n",
    "            title_space: Param(\"title_weight\"),\n",
    "            genre_space: Param(\"genre_weight\"),\n",
    "            recency_space: Param(\"recency_weight\"),\n",
    "        },\n",
    "    )\n",
    "    .find(movie)\n",
    "    .similar(description_space.text, Param(\"description_query_text\"))\n",
    "    .similar(title_space.text, Param(\"title_query_text\"))\n",
    "    .similar(genre_space.text, Param(\"genre_query_text\"))\n",
    "    .limit(TOP_N)\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "22069eb1-16d6-40db-b5ba-127fa1efa86e",
   "metadata": {},
   "outputs": [],
   "source": [
    "df_parser = DataFrameParser(\n",
    "    schema=movie, mapping={movie.release_timestamp: \"timestamp\"}\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "14335931-ba95-45ec-8cb6-19f5e4905fbd",
   "metadata": {},
   "outputs": [],
   "source": [
    "source: InMemorySource = InMemorySource(movie, parser=df_parser)\n",
    "executor: InMemoryExecutor = InMemoryExecutor(\n",
    "    sources=[source], indices=[movie_index], context_data=EXECUTOR_DATA\n",
    ")\n",
    "app: InMemoryApp = executor.run()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "683cbd59-0744-4cd9-9a36-18814be79760",
   "metadata": {},
   "outputs": [],
   "source": [
    "source.put([movie_df])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "09bcc1e1-91d1-400f-87c9-bfcda1bddded",
   "metadata": {},
   "source": [
    "## Understanding recency"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "576214c2-8303-45d0-a5ae-8cffe5e70e42",
   "metadata": {},
   "source": [
    "Recency can seem quite complex at first, let's see how the score looks like for the relevant time periods"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "0bd07652-ebd9-4676-97b2-96eecd0b6089",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.vegalite.v5+json": {
       "$schema": "https://vega.github.io/schema/vega-lite/v5.16.3.json",
       "config": {
        "view": {
         "continuousHeight": 300,
         "continuousWidth": 300
        }
       },
       "data": {
        "name": "data-84741a471811e5fdbd9cfa83a71eee9b"
       },
       "datasets": {
        "data-84741a471811e5fdbd9cfa83a71eee9b": [
         {
          "date": "1979-01-11T23:59:00",
          "score": -0.25
         },
         {
          "date": "1979-01-28T01:48:32.972973",
          "score": -0.25
         },
         {
          "date": "1979-02-13T03:38:05.945946",
          "score": -0.25
         },
         {
          "date": "1979-03-01T05:27:38.918919",
          "score": -0.25
         },
         {
          "date": "1979-03-17T07:17:11.891892",
          "score": -0.25
         },
         {
          "date": "1979-04-02T09:06:44.864865",
          "score": -0.25
         },
         {
          "date": "1979-04-18T10:56:17.837838",
          "score": -0.25
         },
         {
          "date": "1979-05-04T12:45:50.810811",
          "score": -0.25
         },
         {
          "date": "1979-05-20T14:35:23.783784",
          "score": -0.25
         },
         {
          "date": "1979-06-05T16:24:56.756757",
          "score": -0.25
         },
         {
          "date": "1979-06-21T18:14:29.729730",
          "score": -0.25
         },
         {
          "date": "1979-07-07T20:04:02.702703",
          "score": -0.25
         },
         {
          "date": "1979-07-23T21:53:35.675676",
          "score": -0.25
         },
         {
          "date": "1979-08-08T23:43:08.648649",
          "score": -0.25
         },
         {
          "date": "1979-08-25T01:32:41.621622",
          "score": -0.25
         },
         {
          "date": "1979-09-10T03:22:14.594595",
          "score": -0.25
         },
         {
          "date": "1979-09-26T05:11:47.567568",
          "score": -0.25
         },
         {
          "date": "1979-10-12T07:01:20.540541",
          "score": -0.25
         },
         {
          "date": "1979-10-28T08:50:53.513514",
          "score": -0.25
         },
         {
          "date": "1979-11-13T10:40:26.486486",
          "score": -0.25
         },
         {
          "date": "1979-11-29T12:29:59.459459",
          "score": -0.25
         },
         {
          "date": "1979-12-15T14:19:32.432432",
          "score": -0.25
         },
         {
          "date": "1979-12-31T16:09:05.405405",
          "score": -0.25
         },
         {
          "date": "1980-01-16T17:58:38.378378",
          "score": -0.25
         },
         {
          "date": "1980-02-01T19:48:11.351351",
          "score": -0.25
         },
         {
          "date": "1980-02-17T21:37:44.324324",
          "score": -0.25
         },
         {
          "date": "1980-03-04T23:27:17.297297",
          "score": -0.25
         },
         {
          "date": "1980-03-21T01:16:50.270270",
          "score": -0.25
         },
         {
          "date": "1980-04-06T04:06:23.243243",
          "score": -0.25
         },
         {
          "date": "1980-04-22T05:55:56.216216",
          "score": -0.25
         },
         {
          "date": "1980-05-08T07:45:29.189189",
          "score": -0.25
         },
         {
          "date": "1980-05-24T09:35:02.162162",
          "score": -0.25
         },
         {
          "date": "1980-06-09T11:24:35.135135",
          "score": -0.25
         },
         {
          "date": "1980-06-25T13:14:08.108108",
          "score": -0.25
         },
         {
          "date": "1980-07-11T15:03:41.081081",
          "score": -0.25
         },
         {
          "date": "1980-07-27T16:53:14.054054",
          "score": -0.25
         },
         {
          "date": "1980-08-12T18:42:47.027027",
          "score": -0.25
         },
         {
          "date": "1980-08-28T20:32:20",
          "score": -0.25
         },
         {
          "date": "1980-09-13T22:21:52.972973",
          "score": -0.25
         },
         {
          "date": "1980-09-29T23:11:25.945946",
          "score": -0.25
         },
         {
          "date": "1980-10-16T01:00:58.918919",
          "score": -0.25
         },
         {
          "date": "1980-11-01T02:50:31.891892",
          "score": -0.25
         },
         {
          "date": "1980-11-17T04:40:04.864865",
          "score": -0.25
         },
         {
          "date": "1980-12-03T06:29:37.837838",
          "score": -0.25
         },
         {
          "date": "1980-12-19T08:19:10.810811",
          "score": -0.25
         },
         {
          "date": "1981-01-04T10:08:43.783784",
          "score": -0.25
         },
         {
          "date": "1981-01-20T11:58:16.756757",
          "score": -0.25
         },
         {
          "date": "1981-02-05T13:47:49.729730",
          "score": -0.25
         },
         {
          "date": "1981-02-21T15:37:22.702703",
          "score": -0.25
         },
         {
          "date": "1981-03-09T17:26:55.675676",
          "score": -0.25
         },
         {
          "date": "1981-03-25T19:16:28.648649",
          "score": -0.25
         },
         {
          "date": "1981-04-10T22:06:01.621622",
          "score": -0.25
         },
         {
          "date": "1981-04-26T23:55:34.594595",
          "score": -0.25
         },
         {
          "date": "1981-05-13T01:45:07.567568",
          "score": -0.25
         },
         {
          "date": "1981-05-29T03:34:40.540541",
          "score": -0.25
         },
         {
          "date": "1981-06-14T05:24:13.513514",
          "score": -0.25
         },
         {
          "date": "1981-06-30T07:13:46.486486",
          "score": -0.25
         },
         {
          "date": "1981-07-16T09:03:19.459459",
          "score": -0.25
         },
         {
          "date": "1981-08-01T10:52:52.432432",
          "score": -0.25
         },
         {
          "date": "1981-08-17T12:42:25.405405",
          "score": -0.25
         },
         {
          "date": "1981-09-02T14:31:58.378378",
          "score": -0.25
         },
         {
          "date": "1981-09-18T16:21:31.351351",
          "score": -0.25
         },
         {
          "date": "1981-10-04T17:11:04.324324",
          "score": -0.25
         },
         {
          "date": "1981-10-20T19:00:37.297297",
          "score": -0.25
         },
         {
          "date": "1981-11-05T20:50:10.270270",
          "score": -0.25
         },
         {
          "date": "1981-11-21T22:39:43.243243",
          "score": -0.25
         },
         {
          "date": "1981-12-08T00:29:16.216216",
          "score": -0.25
         },
         {
          "date": "1981-12-24T02:18:49.189189",
          "score": -0.25
         },
         {
          "date": "1982-01-09T04:08:22.162162",
          "score": -0.25
         },
         {
          "date": "1982-01-25T05:57:55.135135",
          "score": -0.25
         },
         {
          "date": "1982-02-10T07:47:28.108108",
          "score": -0.25
         },
         {
          "date": "1982-02-26T09:37:01.081081",
          "score": -0.25
         },
         {
          "date": "1982-03-14T11:26:34.054054",
          "score": -0.25
         },
         {
          "date": "1982-03-30T14:16:07.027027",
          "score": -0.25
         },
         {
          "date": "1982-04-15T16:05:40",
          "score": -0.25
         },
         {
          "date": "1982-05-01T17:55:12.972973",
          "score": -0.25
         },
         {
          "date": "1982-05-17T19:44:45.945946",
          "score": -0.25
         },
         {
          "date": "1982-06-02T21:34:18.918919",
          "score": -0.25
         },
         {
          "date": "1982-06-18T23:23:51.891892",
          "score": -0.25
         },
         {
          "date": "1982-07-05T01:13:24.864865",
          "score": -0.25
         },
         {
          "date": "1982-07-21T03:02:57.837838",
          "score": -0.25
         },
         {
          "date": "1982-08-06T04:52:30.810811",
          "score": -0.25
         },
         {
          "date": "1982-08-22T06:42:03.783784",
          "score": -0.25
         },
         {
          "date": "1982-09-07T08:31:36.756757",
          "score": -0.25
         },
         {
          "date": "1982-09-23T10:21:09.729730",
          "score": -0.25
         },
         {
          "date": "1982-10-09T11:10:42.702703",
          "score": -0.25
         },
         {
          "date": "1982-10-25T13:00:15.675676",
          "score": -0.25
         },
         {
          "date": "1982-11-10T14:49:48.648649",
          "score": -0.25
         },
         {
          "date": "1982-11-26T16:39:21.621622",
          "score": -0.25
         },
         {
          "date": "1982-12-12T18:28:54.594595",
          "score": -0.25
         },
         {
          "date": "1982-12-28T20:18:27.567568",
          "score": -0.25
         },
         {
          "date": "1983-01-13T22:08:00.540541",
          "score": 0.00010482457797165618
         },
         {
          "date": "1983-01-29T23:57:33.513514",
          "score": 0.0006813592935629607
         },
         {
          "date": "1983-02-15T01:47:06.486486",
          "score": 0.0012578919708440244
         },
         {
          "date": "1983-03-03T03:36:39.459459",
          "score": 0.0018344208850979262
         },
         {
          "date": "1983-03-19T05:26:12.432432",
          "score": 0.0024109443116181396
         },
         {
          "date": "1983-04-04T08:15:45.405405",
          "score": 0.0029874605257147785
         },
         {
          "date": "1983-04-20T10:05:18.378378",
          "score": 0.003563967802719795
         },
         {
          "date": "1983-05-06T11:54:51.351351",
          "score": 0.004140464417991921
         },
         {
          "date": "1983-05-22T13:44:24.324324",
          "score": 0.004716948646920745
         },
         {
          "date": "1983-06-07T15:33:57.297297",
          "score": 0.00529341876493418
         },
         {
          "date": "1983-06-23T17:23:30.270270",
          "score": 0.005869873047502037
         },
         {
          "date": "1983-07-09T19:13:03.243243",
          "score": 0.006446309770141059
         },
         {
          "date": "1983-07-25T21:02:36.216216",
          "score": 0.007022727208421076
         },
         {
          "date": "1983-08-10T22:52:09.189189",
          "score": 0.007599123637969206
         },
         {
          "date": "1983-08-27T00:41:42.162162",
          "score": 0.008175497334475404
         },
         {
          "date": "1983-09-12T02:31:15.135135",
          "score": 0.008751846573698364
         },
         {
          "date": "1983-09-28T03:20:48.108108",
          "score": 0.009328169631468493
         },
         {
          "date": "1983-10-14T05:10:21.081081",
          "score": 0.009904464783695955
         },
         {
          "date": "1983-10-30T06:59:54.054054",
          "score": 0.01048073030637351
         },
         {
          "date": "1983-11-15T08:49:27.027027",
          "score": 0.011056964475583216
         },
         {
          "date": "1983-12-01T10:39:00",
          "score": 0.011633165567500225
         },
         {
          "date": "1983-12-17T12:28:32.972973",
          "score": 0.012209331858399206
         },
         {
          "date": "1984-01-02T14:18:05.945946",
          "score": 0.01278546162465883
         },
         {
          "date": "1984-01-18T16:07:38.918919",
          "score": 0.013361553142766807
         },
         {
          "date": "1984-02-03T17:57:11.891892",
          "score": 0.013937604689325214
         },
         {
          "date": "1984-02-19T19:46:44.864865",
          "score": 0.014513614541056048
         },
         {
          "date": "1984-03-06T21:36:17.837838",
          "score": 0.015089580974806492
         },
         {
          "date": "1984-03-22T23:25:50.810811",
          "score": 0.015665502267551784
         },
         {
          "date": "1984-04-08T02:15:23.783784",
          "score": 0.016241376696403954
         },
         {
          "date": "1984-04-24T04:04:56.756757",
          "score": 0.01681720253861492
         },
         {
          "date": "1984-05-10T05:54:29.729730",
          "score": 0.017392978071581522
         },
         {
          "date": "1984-05-26T07:44:02.702703",
          "score": 0.017968701572851124
         },
         {
          "date": "1984-06-11T09:33:35.675676",
          "score": 0.01854437132012713
         },
         {
          "date": "1984-06-27T11:23:08.648649",
          "score": 0.019119985591273606
         },
         {
          "date": "1984-07-13T13:12:41.621622",
          "score": 0.019695542664320713
         },
         {
          "date": "1984-07-29T15:02:14.594595",
          "score": 0.02027104081746872
         },
         {
          "date": "1984-08-14T16:51:47.567568",
          "score": 0.020846478329095607
         },
         {
          "date": "1984-08-30T18:41:20.540541",
          "score": 0.021421853477759923
         },
         {
          "date": "1984-09-15T20:30:53.513514",
          "score": 0.02199716454220683
         },
         {
          "date": "1984-10-01T21:20:26.486486",
          "score": 0.02257240980137347
         },
         {
          "date": "1984-10-17T23:09:59.459459",
          "score": 0.023147587534393874
         },
         {
          "date": "1984-11-03T00:59:32.432432",
          "score": 0.023722696020603628
         },
         {
          "date": "1984-11-19T02:49:05.405405",
          "score": 0.02429773353954602
         },
         {
          "date": "1984-12-05T04:38:38.378378",
          "score": 0.024872698370976106
         },
         {
          "date": "1984-12-21T06:28:11.351351",
          "score": 0.025447588794867262
         },
         {
          "date": "1985-01-06T08:17:44.324324",
          "score": 0.026022403091414122
         },
         {
          "date": "1985-01-22T10:07:17.297297",
          "score": 0.026597139541039913
         },
         {
          "date": "1985-02-07T11:56:50.270270",
          "score": 0.027171796424400877
         },
         {
          "date": "1985-02-23T13:46:23.243243",
          "score": 0.02774637202239086
         },
         {
          "date": "1985-03-11T15:35:56.216216",
          "score": 0.02832086461614722
         },
         {
          "date": "1985-03-27T17:25:29.189189",
          "score": 0.028895272487055205
         },
         {
          "date": "1985-04-12T20:15:02.162162",
          "score": 0.0294695939167539
         },
         {
          "date": "1985-04-28T22:04:35.135135",
          "score": 0.030043827187141377
         },
         {
          "date": "1985-05-14T23:54:08.108108",
          "score": 0.03061797058037783
         },
         {
          "date": "1985-05-31T01:43:41.081081",
          "score": 0.031192022378893895
         },
         {
          "date": "1985-06-16T03:33:14.054054",
          "score": 0.03176598086539393
         },
         {
          "date": "1985-07-02T05:22:47.027027",
          "score": 0.03233984432286102
         },
         {
          "date": "1985-07-18T07:12:20",
          "score": 0.03291361103456243
         },
         {
          "date": "1985-08-03T09:01:52.972973",
          "score": 0.033487279284055836
         },
         {
          "date": "1985-08-19T10:51:25.945946",
          "score": 0.034060847355192395
         },
         {
          "date": "1985-09-04T12:40:58.918919",
          "score": 0.03463431353212326
         },
         {
          "date": "1985-09-20T14:30:31.891892",
          "score": 0.035207676099304724
         },
         {
          "date": "1985-10-06T15:20:04.864865",
          "score": 0.035780933341502966
         },
         {
          "date": "1985-10-22T17:09:37.837838",
          "score": 0.0363540835437985
         },
         {
          "date": "1985-11-07T18:59:10.810811",
          "score": 0.03692712499159262
         },
         {
          "date": "1985-11-23T20:48:43.783784",
          "score": 0.037500055970612504
         },
         {
          "date": "1985-12-09T22:38:16.756757",
          "score": 0.038072874766915066
         },
         {
          "date": "1985-12-26T00:27:49.729730",
          "score": 0.038645579666892804
         },
         {
          "date": "1986-01-11T02:17:22.702703",
          "score": 0.03921816895727946
         },
         {
          "date": "1986-01-27T04:06:55.675676",
          "score": 0.039790640925154025
         },
         {
          "date": "1986-02-12T05:56:28.648649",
          "score": 0.04036299385794697
         },
         {
          "date": "1986-02-28T07:46:01.621622",
          "score": 0.04093522604344504
         },
         {
          "date": "1986-03-16T09:35:34.594595",
          "score": 0.04150733576979509
         },
         {
          "date": "1986-04-01T12:25:07.567568",
          "score": 0.04207932132551134
         },
         {
          "date": "1986-04-17T14:14:40.540541",
          "score": 0.04265118099947904
         },
         {
          "date": "1986-05-03T16:04:13.513514",
          "score": 0.043222913080960414
         },
         {
          "date": "1986-05-19T17:53:46.486486",
          "score": 0.043794515859598815
         },
         {
          "date": "1986-06-04T19:43:19.459459",
          "score": 0.04436598762542494
         },
         {
          "date": "1986-06-20T21:32:52.432432",
          "score": 0.04493732666886127
         },
         {
          "date": "1986-07-06T23:22:25.405405",
          "score": 0.04550853128072697
         },
         {
          "date": "1986-07-23T01:11:58.378378",
          "score": 0.04607959975224396
         },
         {
          "date": "1986-08-08T03:01:31.351351",
          "score": 0.04665053037504123
         },
         {
          "date": "1986-08-24T04:51:04.324324",
          "score": 0.04722132144115949
         },
         {
          "date": "1986-09-09T06:40:37.297297",
          "score": 0.047791971243057556
         },
         {
          "date": "1986-09-25T08:30:10.270270",
          "score": 0.048362478073616946
         },
         {
          "date": "1986-10-11T09:19:43.243243",
          "score": 0.048932840226146856
         },
         {
          "date": "1986-10-27T11:09:16.216216",
          "score": 0.049503055994388825
         },
         {
          "date": "1986-11-12T12:58:49.189189",
          "score": 0.05007312367252295
         },
         {
          "date": "1986-11-28T14:48:22.162162",
          "score": 0.050643041555171665
         },
         {
          "date": "1986-12-14T16:37:55.135135",
          "score": 0.051212807937406485
         },
         {
          "date": "1986-12-30T18:27:28.108108",
          "score": 0.05178242111475062
         },
         {
          "date": "1987-01-15T20:17:01.081081",
          "score": 0.052351879383187125
         },
         {
          "date": "1987-01-31T22:06:34.054054",
          "score": 0.05292118103916167
         },
         {
          "date": "1987-02-16T23:56:07.027027",
          "score": 0.0534903243795885
         },
         {
          "date": "1987-03-05T01:45:40",
          "score": 0.054059307701855665
         },
         {
          "date": "1987-03-21T03:35:12.972973",
          "score": 0.054628129303830104
         },
         {
          "date": "1987-04-06T06:24:45.945946",
          "score": 0.05519678748386186
         },
         {
          "date": "1987-04-22T08:14:18.918919",
          "score": 0.055765280540790614
         },
         {
          "date": "1987-05-08T10:03:51.891892",
          "score": 0.056333606773949545
         },
         {
          "date": "1987-05-24T11:53:24.864865",
          "score": 0.05690176448317075
         },
         {
          "date": "1987-06-09T13:42:57.837838",
          "score": 0.05746975196879171
         },
         {
          "date": "1987-06-25T15:32:30.810811",
          "score": 0.058037567531656925
         },
         {
          "date": "1987-07-11T17:22:03.783784",
          "score": 0.058605209473127126
         },
         {
          "date": "1987-07-27T19:11:36.756757",
          "score": 0.059172676095081506
         },
         {
          "date": "1987-08-12T21:01:09.729730",
          "score": 0.059739965699924284
         },
         {
          "date": "1987-08-28T22:50:42.702703",
          "score": 0.06030707659058879
         },
         {
          "date": "1987-09-14T00:40:15.675676",
          "score": 0.06087400707054286
         },
         {
          "date": "1987-09-30T01:29:48.648649",
          "score": 0.0614407554437953
         },
         {
          "date": "1987-10-16T03:19:21.621622",
          "score": 0.06200732001489742
         },
         {
          "date": "1987-11-01T05:08:54.594595",
          "score": 0.0625736990889524
         },
         {
          "date": "1987-11-17T06:58:27.567568",
          "score": 0.0631398909716173
         },
         {
          "date": "1987-12-03T08:48:00.540541",
          "score": 0.06370589396910975
         },
         {
          "date": "1987-12-19T10:37:33.513514",
          "score": 0.06427170638821189
         },
         {
          "date": "1988-01-04T12:27:06.486486",
          "score": 0.06483732653627643
         },
         {
          "date": "1988-01-20T14:16:39.459460",
          "score": 0.06540275272123121
         },
         {
          "date": "1988-02-05T16:06:12.432432",
          "score": 0.06596798325158387
         },
         {
          "date": "1988-02-21T17:55:45.405405",
          "score": 0.06653301643642803
         },
         {
          "date": "1988-03-08T19:45:18.378378",
          "score": 0.06709785058544715
         },
         {
          "date": "1988-03-24T21:34:51.351351",
          "score": 0.06766248400892061
         },
         {
          "date": "1988-04-10T00:24:24.324324",
          "score": 0.06822691501772722
         },
         {
          "date": "1988-04-26T02:13:57.297297",
          "score": 0.06879114192335246
         },
         {
          "date": "1988-05-12T04:03:30.270270",
          "score": 0.06935516303789213
         },
         {
          "date": "1988-05-28T05:53:03.243243",
          "score": 0.06991897667405729
         },
         {
          "date": "1988-06-13T07:42:36.216216",
          "score": 0.0704825811451801
         },
         {
          "date": "1988-06-29T09:32:09.189189",
          "score": 0.07104597476521804
         },
         {
          "date": "1988-07-15T11:21:42.162162",
          "score": 0.07160915584875965
         },
         {
          "date": "1988-07-31T13:11:15.135135",
          "score": 0.07217212271102966
         },
         {
          "date": "1988-08-16T15:00:48.108108",
          "score": 0.07273487366789246
         },
         {
          "date": "1988-09-01T16:50:21.081081",
          "score": 0.07329740703585934
         },
         {
          "date": "1988-09-17T18:39:54.054054",
          "score": 0.07385972113209206
         },
         {
          "date": "1988-10-03T19:29:27.027027",
          "score": 0.07442181427440885
         },
         {
          "date": "1988-10-19T21:19:00",
          "score": 0.07498368478128825
         },
         {
          "date": "1988-11-04T23:08:32.972973",
          "score": 0.07554533097187534
         },
         {
          "date": "1988-11-21T00:58:05.945946",
          "score": 0.07610675116598621
         },
         {
          "date": "1988-12-07T02:47:38.918919",
          "score": 0.07666794368411275
         },
         {
          "date": "1988-12-23T04:37:11.891892",
          "score": 0.0772289068474279
         },
         {
          "date": "1989-01-08T06:26:44.864865",
          "score": 0.07778963897779112
         },
         {
          "date": "1989-01-24T08:16:17.837838",
          "score": 0.07835013839775332
         },
         {
          "date": "1989-02-09T10:05:50.810811",
          "score": 0.07891040343055995
         },
         {
          "date": "1989-02-25T11:55:23.783784",
          "score": 0.0794704324001593
         },
         {
          "date": "1989-03-13T13:44:56.756757",
          "score": 0.08003022363120545
         },
         {
          "date": "1989-03-29T16:34:29.729730",
          "score": 0.08058977544906334
         },
         {
          "date": "1989-04-14T18:24:02.702703",
          "score": 0.08114908617981423
         },
         {
          "date": "1989-04-30T20:13:35.675676",
          "score": 0.08170815415026078
         },
         {
          "date": "1989-05-16T22:03:08.648649",
          "score": 0.08226697768793237
         },
         {
          "date": "1989-06-01T23:52:41.621622",
          "score": 0.08282555512108783
         },
         {
          "date": "1989-06-18T01:42:14.594595",
          "score": 0.08338388477872404
         },
         {
          "date": "1989-07-04T03:31:47.567568",
          "score": 0.0839419649905786
         },
         {
          "date": "1989-07-20T05:21:20.540541",
          "score": 0.0844997940871349
         },
         {
          "date": "1989-08-05T07:10:53.513514",
          "score": 0.08505737039962813
         },
         {
          "date": "1989-08-21T09:00:26.486486",
          "score": 0.0856146922600492
         },
         {
          "date": "1989-09-06T10:49:59.459460",
          "score": 0.08617175800115068
         },
         {
          "date": "1989-09-22T12:39:32.432432",
          "score": 0.08672856595645083
         },
         {
          "date": "1989-10-08T13:29:05.405405",
          "score": 0.08728511446023964
         },
         {
          "date": "1989-10-24T15:18:38.378378",
          "score": 0.08784140184758267
         },
         {
          "date": "1989-11-09T17:08:11.351351",
          "score": 0.08839742645432752
         },
         {
          "date": "1989-11-25T18:57:44.324324",
          "score": 0.08895318661710654
         },
         {
          "date": "1989-12-11T20:47:17.297297",
          "score": 0.08950868067334407
         },
         {
          "date": "1989-12-27T22:36:50.270270",
          "score": 0.0900639069612606
         },
         {
          "date": "1990-01-13T00:26:23.243243",
          "score": 0.09061886381987753
         },
         {
          "date": "1990-01-29T02:15:56.216216",
          "score": 0.0911735495890221
         },
         {
          "date": "1990-02-14T04:05:29.189189",
          "score": 0.09172796260933237
         },
         {
          "date": "1990-03-02T05:55:02.162162",
          "score": 0.09228210122226278
         },
         {
          "date": "1990-03-18T07:44:35.135135",
          "score": 0.09283596377008882
         },
         {
          "date": "1990-04-03T10:34:08.108108",
          "score": 0.09338954859591088
         },
         {
          "date": "1990-04-19T12:23:41.081081",
          "score": 0.0939428540436608
         },
         {
          "date": "1990-05-05T14:13:14.054054",
          "score": 0.09449587845810649
         },
         {
          "date": "1990-05-21T16:02:47.027027",
          "score": 0.09504862018485608
         },
         {
          "date": "1990-06-06T17:52:20",
          "score": 0.09560107757036326
         },
         {
          "date": "1990-06-22T19:41:52.972973",
          "score": 0.09615324896193317
         },
         {
          "date": "1990-07-08T21:31:25.945946",
          "score": 0.09670513270772568
         },
         {
          "date": "1990-07-24T23:20:58.918919",
          "score": 0.09725672715676129
         },
         {
          "date": "1990-08-10T01:10:31.891892",
          "score": 0.09780803065892635
         },
         {
          "date": "1990-08-26T03:00:04.864865",
          "score": 0.09835904156497706
         },
         {
          "date": "1990-09-11T04:49:37.837838",
          "score": 0.09890975822654575
         },
         {
          "date": "1990-09-27T06:39:10.810811",
          "score": 0.09946017899614358
         },
         {
          "date": "1990-10-13T07:28:43.783784",
          "score": 0.10001030222716835
         },
         {
          "date": "1990-10-29T09:18:16.756757",
          "score": 0.10056012627390712
         },
         {
          "date": "1990-11-14T11:07:49.729730",
          "score": 0.10110964949154214
         },
         {
          "date": "1990-11-30T12:57:22.702703",
          "score": 0.10165887023615587
         },
         {
          "date": "1990-12-16T14:46:55.675676",
          "score": 0.10220778686473518
         },
         {
          "date": "1991-01-01T16:36:28.648649",
          "score": 0.10275639773517747
         },
         {
          "date": "1991-01-17T18:26:01.621622",
          "score": 0.10330470120629348
         },
         {
          "date": "1991-02-02T20:15:34.594595",
          "score": 0.10385269563781493
         },
         {
          "date": "1991-02-18T22:05:07.567568",
          "score": 0.10440037939039719
         },
         {
          "date": "1991-03-06T23:54:40.540541",
          "score": 0.10494775082562567
         },
         {
          "date": "1991-03-23T01:44:13.513514",
          "score": 0.10549480830601951
         },
         {
          "date": "1991-04-08T04:33:46.486486",
          "score": 0.10604155019503722
         },
         {
          "date": "1991-04-24T06:23:19.459460",
          "score": 0.10658797485708162
         },
         {
          "date": "1991-05-10T08:12:52.432432",
          "score": 0.1071340806575045
         },
         {
          "date": "1991-05-26T10:02:25.405405",
          "score": 0.10767986596261114
         },
         {
          "date": "1991-06-11T11:51:58.378378",
          "score": 0.10822532913966625
         },
         {
          "date": "1991-06-27T13:41:31.351351",
          "score": 0.1087704685568979
         },
         {
          "date": "1991-07-13T15:31:04.324324",
          "score": 0.1093152825835019
         },
         {
          "date": "1991-07-29T17:20:37.297297",
          "score": 0.10985976958964862
         },
         {
          "date": "1991-08-14T19:10:10.270270",
          "score": 0.11040392794648653
         },
         {
          "date": "1991-08-30T20:59:43.243243",
          "score": 0.11094775602614684
         },
         {
          "date": "1991-09-15T22:49:16.216216",
          "score": 0.11149125220174888
         },
         {
          "date": "1991-10-01T23:38:49.189189",
          "score": 0.11203441484740514
         },
         {
          "date": "1991-10-18T01:28:22.162162",
          "score": 0.11257724233822586
         },
         {
          "date": "1991-11-03T03:17:55.135135",
          "score": 0.11311973305032393
         },
         {
          "date": "1991-11-19T05:07:28.108108",
          "score": 0.11366188536081889
         },
         {
          "date": "1991-12-05T06:57:01.081081",
          "score": 0.11420369764784384
         },
         {
          "date": "1991-12-21T08:46:34.054054",
          "score": 0.11474516829054845
         },
         {
          "date": "1992-01-06T10:36:07.027027",
          "score": 0.11528629566910432
         },
         {
          "date": "1992-01-22T12:25:40",
          "score": 0.11582707816471036
         },
         {
          "date": "1992-02-07T14:15:12.972973",
          "score": 0.11636751415959705
         },
         {
          "date": "1992-02-23T16:04:45.945946",
          "score": 0.11690760203703116
         },
         {
          "date": "1992-03-10T17:54:18.918919",
          "score": 0.1174473401813213
         },
         {
          "date": "1992-03-26T19:43:51.891892",
          "score": 0.11798672697782199
         },
         {
          "date": "1992-04-11T22:33:24.864865",
          "score": 0.11852576081293868
         },
         {
          "date": "1992-04-28T00:22:57.837838",
          "score": 0.11906444007413393
         },
         {
          "date": "1992-05-14T02:12:30.810811",
          "score": 0.11960276314992879
         },
         {
          "date": "1992-05-30T04:02:03.783784",
          "score": 0.12014072842991178
         },
         {
          "date": "1992-06-15T05:51:36.756757",
          "score": 0.12067833430474088
         },
         {
          "date": "1992-07-01T07:41:09.729730",
          "score": 0.12121557916614976
         },
         {
          "date": "1992-07-17T09:30:42.702703",
          "score": 0.12175246140695155
         },
         {
          "date": "1992-08-02T11:20:15.675676",
          "score": 0.12228897942104444
         },
         {
          "date": "1992-08-18T13:09:48.648649",
          "score": 0.12282513160341686
         },
         {
          "date": "1992-09-03T14:59:21.621622",
          "score": 0.1233609163501498
         },
         {
          "date": "1992-09-19T16:48:54.594595",
          "score": 0.12389633205842518
         },
         {
          "date": "1992-10-05T17:38:27.567568",
          "score": 0.12443137712652855
         },
         {
          "date": "1992-10-21T19:28:00.540541",
          "score": 0.1249660499538538
         },
         {
          "date": "1992-11-06T21:17:33.513514",
          "score": 0.12550034894090856
         },
         {
          "date": "1992-11-22T23:07:06.486486",
          "score": 0.12603427248931917
         },
         {
          "date": "1992-12-09T00:56:39.459460",
          "score": 0.12656781900183467
         },
         {
          "date": "1992-12-25T02:46:12.432432",
          "score": 0.1271009868823319
         },
         {
          "date": "1993-01-10T04:35:45.405405",
          "score": 0.12763377453582103
         },
         {
          "date": "1993-01-26T06:25:18.378378",
          "score": 0.12816618036844943
         },
         {
          "date": "1993-02-11T08:14:51.351351",
          "score": 0.12869820278750674
         },
         {
          "date": "1993-02-27T10:04:24.324324",
          "score": 0.12922984020142864
         },
         {
          "date": "1993-03-15T11:53:57.297297",
          "score": 0.12976109101980393
         },
         {
          "date": "1993-03-31T14:43:30.270270",
          "score": 0.13029195365337717
         },
         {
          "date": "1993-04-16T16:33:03.243243",
          "score": 0.1308224265140545
         },
         {
          "date": "1993-05-02T18:22:36.216216",
          "score": 0.13135250801490794
         },
         {
          "date": "1993-05-18T20:12:09.189189",
          "score": 0.13188219657018055
         },
         {
          "date": "1993-06-03T22:01:42.162162",
          "score": 0.13241149059529023
         },
         {
          "date": "1993-06-19T23:51:15.135135",
          "score": 0.1329403885068364
         },
         {
          "date": "1993-07-06T01:40:48.108108",
          "score": 0.13346888872260154
         },
         {
          "date": "1993-07-22T03:30:21.081081",
          "score": 0.1339969896615592
         },
         {
          "date": "1993-08-07T05:19:54.054054",
          "score": 0.13452468974387724
         },
         {
          "date": "1993-08-23T07:09:27.027027",
          "score": 0.13505198739092286
         },
         {
          "date": "1993-09-08T08:59:00",
          "score": 0.13557888102526666
         },
         {
          "date": "1993-09-24T10:48:32.972973",
          "score": 0.13610536907068796
         },
         {
          "date": "1993-10-10T11:38:05.945946",
          "score": 0.1366314499521797
         },
         {
          "date": "1993-10-26T13:27:38.918919",
          "score": 0.13715712209595263
         },
         {
          "date": "1993-11-11T15:17:11.891892",
          "score": 0.1376823839294401
         },
         {
          "date": "1993-11-27T17:06:44.864865",
          "score": 0.13820723388130346
         },
         {
          "date": "1993-12-13T18:56:17.837838",
          "score": 0.13873167038143588
         },
         {
          "date": "1993-12-29T20:45:50.810811",
          "score": 0.13925569186096712
         },
         {
          "date": "1994-01-14T22:35:23.783784",
          "score": 0.13977929675226874
         },
         {
          "date": "1994-01-31T00:24:56.756757",
          "score": 0.1403024834889588
         },
         {
          "date": "1994-02-16T02:14:29.729730",
          "score": 0.14082525050590586
         },
         {
          "date": "1994-03-04T04:04:02.702703",
          "score": 0.14134759623923446
         },
         {
          "date": "1994-03-20T05:53:35.675676",
          "score": 0.14186951912632909
         },
         {
          "date": "1994-04-05T08:43:08.648649",
          "score": 0.14239101760583953
         },
         {
          "date": "1994-04-21T10:32:41.621622",
          "score": 0.1429120901176847
         },
         {
          "date": "1994-05-07T12:22:14.594595",
          "score": 0.14343273510305812
         },
         {
          "date": "1994-05-23T14:11:47.567568",
          "score": 0.1439529510044325
         },
         {
          "date": "1994-06-08T16:01:20.540541",
          "score": 0.1444727362655638
         },
         {
          "date": "1994-06-24T17:50:53.513514",
          "score": 0.14499208933149652
         },
         {
          "date": "1994-07-10T19:40:26.486486",
          "score": 0.1455110086485679
         },
         {
          "date": "1994-07-26T21:29:59.459460",
          "score": 0.14602949266441262
         },
         {
          "date": "1994-08-11T23:19:32.432432",
          "score": 0.1465475398279678
         },
         {
          "date": "1994-08-28T01:09:05.405405",
          "score": 0.14706514858947786
         },
         {
          "date": "1994-09-13T02:58:38.378378",
          "score": 0.1475823174004979
         },
         {
          "date": "1994-09-29T03:48:11.351351",
          "score": 0.14809904471389979
         },
         {
          "date": "1994-10-15T05:37:44.324324",
          "score": 0.14861532898387533
         },
         {
          "date": "1994-10-31T07:27:17.297297",
          "score": 0.14913116866594248
         },
         {
          "date": "1994-11-16T09:16:50.270270",
          "score": 0.1496465622169488
         },
         {
          "date": "1994-12-02T11:06:23.243243",
          "score": 0.15016150809507667
         },
         {
          "date": "1994-12-18T12:55:56.216216",
          "score": 0.15067600475984802
         },
         {
          "date": "1995-01-03T14:45:29.189189",
          "score": 0.1511900506721278
         },
         {
          "date": "1995-01-19T16:35:02.162162",
          "score": 0.15170364429413016
         },
         {
          "date": "1995-02-04T18:24:35.135135",
          "score": 0.15221678408942224
         },
         {
          "date": "1995-02-20T20:14:08.108108",
          "score": 0.1527294685229276
         },
         {
          "date": "1995-03-08T22:03:41.081081",
          "score": 0.1532416960609337
         },
         {
          "date": "1995-03-24T23:53:14.054054",
          "score": 0.15375346517109365
         },
         {
          "date": "1995-04-10T02:42:47.027027",
          "score": 0.15426477432243296
         },
         {
          "date": "1995-04-26T04:32:20",
          "score": 0.1547756219853522
         },
         {
          "date": "1995-05-12T06:21:52.972973",
          "score": 0.1552860066316331
         },
         {
          "date": "1995-05-28T08:11:25.945946",
          "score": 0.15579592673444223
         },
         {
          "date": "1995-06-13T10:00:58.918919",
          "score": 0.15630538076833578
         },
         {
          "date": "1995-06-29T11:50:31.891892",
          "score": 0.15681436720926456
         },
         {
          "date": "1995-07-15T13:40:04.864865",
          "score": 0.15732288453457774
         },
         {
          "date": "1995-07-31T15:29:37.837838",
          "score": 0.15783093122302866
         },
         {
          "date": "1995-08-16T17:19:10.810811",
          "score": 0.15833850575477726
         },
         {
          "date": "1995-09-01T19:08:43.783784",
          "score": 0.15884560661139727
         },
         {
          "date": "1995-09-17T20:58:16.756757",
          "score": 0.1593522322758786
         },
         {
          "date": "1995-10-03T21:47:49.729730",
          "score": 0.15985838123263327
         },
         {
          "date": "1995-10-19T23:37:22.702703",
          "score": 0.16036405196749903
         },
         {
          "date": "1995-11-05T01:26:55.675676",
          "score": 0.16086924296774419
         },
         {
          "date": "1995-11-21T03:16:28.648649",
          "score": 0.16137395272207292
         },
         {
          "date": "1995-12-07T05:06:01.621622",
          "score": 0.16187817972062768
         },
         {
          "date": "1995-12-23T06:55:34.594595",
          "score": 0.16238192245499644
         },
         {
          "date": "1996-01-08T08:45:07.567568",
          "score": 0.16288517941821512
         },
         {
          "date": "1996-01-24T10:34:40.540541",
          "score": 0.1633879491047733
         },
         {
          "date": "1996-02-09T12:24:13.513514",
          "score": 0.16389023001061792
         },
         {
          "date": "1996-02-25T14:13:46.486487",
          "score": 0.16439202063315808
         },
         {
          "date": "1996-03-12T16:03:19.459459",
          "score": 0.1648933194712701
         },
         {
          "date": "1996-03-28T17:52:52.432432",
          "score": 0.16539412502530057
         },
         {
          "date": "1996-04-13T20:42:25.405405",
          "score": 0.16589443579707297
         },
         {
          "date": "1996-04-29T22:31:58.378378",
          "score": 0.16639425028988983
         },
         {
          "date": "1996-05-16T00:21:31.351351",
          "score": 0.16689356700853944
         },
         {
          "date": "1996-06-01T02:11:04.324324",
          "score": 0.16739238445929766
         },
         {
          "date": "1996-06-17T04:00:37.297297",
          "score": 0.16789070114993496
         },
         {
          "date": "1996-07-03T05:50:10.270270",
          "score": 0.16838851558972
         },
         {
          "date": "1996-07-19T07:39:43.243243",
          "score": 0.16888582628942325
         },
         {
          "date": "1996-08-04T09:29:16.216216",
          "score": 0.1693826317613229
         },
         {
          "date": "1996-08-20T11:18:49.189189",
          "score": 0.16987893051920808
         },
         {
          "date": "1996-09-05T13:08:22.162162",
          "score": 0.17037472107838383
         },
         {
          "date": "1996-09-21T14:57:55.135135",
          "score": 0.17087000195567573
         },
         {
          "date": "1996-10-07T16:47:28.108108",
          "score": 0.1713647716694333
         },
         {
          "date": "1996-10-23T18:37:01.081081",
          "score": 0.1718590287395359
         },
         {
          "date": "1996-11-08T19:26:34.054054",
          "score": 0.17235277168739677
         },
         {
          "date": "1996-11-24T21:16:07.027027",
          "score": 0.17284599903596642
         },
         {
          "date": "1996-12-10T23:05:40",
          "score": 0.1733387093097384
         },
         {
          "date": "1996-12-27T00:55:12.972973",
          "score": 0.17383090103475274
         },
         {
          "date": "1997-01-12T02:44:45.945946",
          "score": 0.17432257273860066
         },
         {
          "date": "1997-01-28T04:34:18.918919",
          "score": 0.17481372295042952
         },
         {
          "date": "1997-02-13T06:23:51.891892",
          "score": 0.17530435020094615
         },
         {
          "date": "1997-03-01T08:13:24.864865",
          "score": 0.17579445302242241
         },
         {
          "date": "1997-03-17T10:02:57.837838",
          "score": 0.17628402994869866
         },
         {
          "date": "1997-04-02T12:52:30.810811",
          "score": 0.17677307951518834
         },
         {
          "date": "1997-04-18T14:42:03.783784",
          "score": 0.17726160025888282
         },
         {
          "date": "1997-05-04T16:31:36.756757",
          "score": 0.1777495907183553
         },
         {
          "date": "1997-05-20T18:21:09.729730",
          "score": 0.17823704943376556
         },
         {
          "date": "1997-06-05T20:10:42.702703",
          "score": 0.17872397494686382
         },
         {
          "date": "1997-06-21T22:00:15.675676",
          "score": 0.17921036580099564
         },
         {
          "date": "1997-07-07T23:49:48.648649",
          "score": 0.17969622054110596
         },
         {
          "date": "1997-07-24T01:39:21.621622",
          "score": 0.1801815377137434
         },
         {
          "date": "1997-08-09T03:28:54.594595",
          "score": 0.18066631586706464
         },
         {
          "date": "1997-08-25T05:18:27.567568",
          "score": 0.18115055355083928
         },
         {
          "date": "1997-09-10T07:08:00.540541",
          "score": 0.18163424931645342
         },
         {
          "date": "1997-09-26T08:57:33.513514",
          "score": 0.18211740171691432
         },
         {
          "date": "1997-10-12T10:47:06.486487",
          "score": 0.182600009306855
         },
         {
          "date": "1997-10-28T11:36:39.459459",
          "score": 0.18308207064253804
         },
         {
          "date": "1997-11-13T13:26:12.432432",
          "score": 0.18356358428185998
         },
         {
          "date": "1997-11-29T15:15:45.405405",
          "score": 0.1840445487843565
         },
         {
          "date": "1997-12-15T17:05:18.378378",
          "score": 0.18452496271120555
         },
         {
          "date": "1997-12-31T18:54:51.351351",
          "score": 0.18500482462523252
         },
         {
          "date": "1998-01-16T20:44:24.324324",
          "score": 0.1854841330909129
         },
         {
          "date": "1998-02-01T22:33:57.297297",
          "score": 0.18596288667437957
         },
         {
          "date": "1998-02-18T00:23:30.270270",
          "score": 0.18644108394342424
         },
         {
          "date": "1998-03-06T02:13:03.243243",
          "score": 0.1869187234675032
         },
         {
          "date": "1998-03-22T04:02:36.216216",
          "score": 0.18739580381774165
         },
         {
          "date": "1998-04-07T06:52:09.189189",
          "score": 0.18787232356693692
         },
         {
          "date": "1998-04-23T08:41:42.162162",
          "score": 0.18834828128956355
         },
         {
          "date": "1998-05-09T10:31:15.135135",
          "score": 0.18882367556177815
         },
         {
          "date": "1998-05-25T12:20:48.108108",
          "score": 0.18929850496142137
         },
         {
          "date": "1998-06-10T14:10:21.081081",
          "score": 0.18977276806802476
         },
         {
          "date": "1998-06-26T15:59:54.054054",
          "score": 0.1902464634628142
         },
         {
          "date": "1998-07-12T17:49:27.027027",
          "score": 0.1907195897287134
         },
         {
          "date": "1998-07-28T19:39:00",
          "score": 0.19119214545034866
         },
         {
          "date": "1998-08-13T21:28:32.972973",
          "score": 0.19166412921405304
         },
         {
          "date": "1998-08-29T23:18:05.945946",
          "score": 0.19213553960787103
         },
         {
          "date": "1998-09-15T01:07:38.918919",
          "score": 0.1926063752215618
         },
         {
          "date": "1998-10-01T02:57:11.891892",
          "score": 0.19307663464660452
         },
         {
          "date": "1998-10-17T04:46:44.864865",
          "score": 0.1935463164762017
         },
         {
          "date": "1998-11-02T05:36:17.837838",
          "score": 0.19401541930528407
         },
         {
          "date": "1998-11-18T07:25:50.810811",
          "score": 0.19448394173051392
         },
         {
          "date": "1998-12-04T09:15:23.783784",
          "score": 0.19495188235029023
         },
         {
          "date": "1998-12-20T11:04:56.756757",
          "score": 0.19541923976475262
         },
         {
          "date": "1999-01-05T12:54:29.729730",
          "score": 0.19588601257578495
         },
         {
          "date": "1999-01-21T14:44:02.702703",
          "score": 0.19635219938702045
         },
         {
          "date": "1999-02-06T16:33:35.675676",
          "score": 0.19681779880384492
         },
         {
          "date": "1999-02-22T18:23:08.648649",
          "score": 0.19728280943340154
         },
         {
          "date": "1999-03-10T20:12:41.621622",
          "score": 0.19774722988459517
         },
         {
          "date": "1999-03-26T22:02:14.594595",
          "score": 0.1982110587680956
         },
         {
          "date": "1999-04-12T00:51:47.567568",
          "score": 0.1986742946963428
         },
         {
          "date": "1999-04-28T02:41:20.540541",
          "score": 0.19913693628355023
         },
         {
          "date": "1999-05-14T04:30:53.513514",
          "score": 0.1995989821457099
         },
         {
          "date": "1999-05-30T06:20:26.486487",
          "score": 0.2000604309005954
         },
         {
          "date": "1999-06-15T08:09:59.459459",
          "score": 0.20052128116776663
         },
         {
          "date": "1999-07-01T09:59:32.432432",
          "score": 0.20098153156857412
         },
         {
          "date": "1999-07-17T11:49:05.405405",
          "score": 0.20144118072616318
         },
         {
          "date": "1999-08-02T13:38:38.378378",
          "score": 0.20190022726547704
         },
         {
          "date": "1999-08-18T15:28:11.351351",
          "score": 0.20235866981326267
         },
         {
          "date": "1999-09-03T17:17:44.324324",
          "score": 0.20281650699807247
         },
         {
          "date": "1999-09-19T19:07:17.297297",
          "score": 0.20327373745027086
         },
         {
          "date": "1999-10-05T20:56:50.270270",
          "score": 0.20373035980203735
         },
         {
          "date": "1999-10-21T22:46:23.243243",
          "score": 0.20418637268736997
         },
         {
          "date": "1999-11-06T23:35:56.216216",
          "score": 0.20464177474209083
         },
         {
          "date": "1999-11-23T01:25:29.189189",
          "score": 0.2050965646038486
         },
         {
          "date": "1999-12-09T03:15:02.162162",
          "score": 0.20555074091212377
         },
         {
          "date": "1999-12-25T05:04:35.135135",
          "score": 0.20600430230823252
         },
         {
          "date": "2000-01-10T06:54:08.108108",
          "score": 0.2064572474353293
         },
         {
          "date": "2000-01-26T08:43:41.081081",
          "score": 0.2069095749384135
         },
         {
          "date": "2000-02-11T10:33:14.054054",
          "score": 0.20736128346433197
         },
         {
          "date": "2000-02-27T12:22:47.027027",
          "score": 0.20781237166178282
         },
         {
          "date": "2000-03-14T14:12:20",
          "score": 0.20826283818131996
         },
         {
          "date": "2000-03-30T17:01:52.972973",
          "score": 0.2087126816753574
         },
         {
          "date": "2000-04-15T18:51:25.945946",
          "score": 0.20916190079817248
         },
         {
          "date": "2000-05-01T20:40:58.918919",
          "score": 0.20961049420591088
         },
         {
          "date": "2000-05-17T22:30:31.891892",
          "score": 0.21005846055658975
         },
         {
          "date": "2000-06-03T00:20:04.864865",
          "score": 0.21050579851010237
         },
         {
          "date": "2000-06-19T02:09:37.837838",
          "score": 0.21095250672822144
         },
         {
          "date": "2000-07-05T03:59:10.810811",
          "score": 0.2113985838746039
         },
         {
          "date": "2000-07-21T05:48:43.783784",
          "score": 0.21184402861479468
         },
         {
          "date": "2000-08-06T07:38:16.756757",
          "score": 0.21228883961623027
         },
         {
          "date": "2000-08-22T09:27:49.729730",
          "score": 0.21273301554824325
         },
         {
          "date": "2000-09-07T11:17:22.702703",
          "score": 0.21317655508206587
         },
         {
          "date": "2000-09-23T13:06:55.675676",
          "score": 0.21361945689083411
         },
         {
          "date": "2000-10-09T14:56:28.648649",
          "score": 0.21406171964959214
         },
         {
          "date": "2000-10-25T16:46:01.621622",
          "score": 0.2145033420352955
         },
         {
          "date": "2000-11-10T17:35:34.594595",
          "score": 0.21494432272681532
         },
         {
          "date": "2000-11-26T19:25:07.567568",
          "score": 0.21538466040494259
         },
         {
          "date": "2000-12-12T21:14:40.540541",
          "score": 0.2158243537523921
         },
         {
          "date": "2000-12-28T23:04:13.513514",
          "score": 0.21626340145380582
         },
         {
          "date": "2001-01-14T00:53:46.486487",
          "score": 0.21670180219575727
         },
         {
          "date": "2001-01-30T02:43:19.459459",
          "score": 0.2171395546667556
         },
         {
          "date": "2001-02-15T04:32:52.432432",
          "score": 0.21757665755724884
         },
         {
          "date": "2001-03-03T06:22:25.405405",
          "score": 0.21801310955962883
         },
         {
          "date": "2001-03-19T08:11:58.378378",
          "score": 0.2184489093682343
         },
         {
          "date": "2001-04-04T11:01:31.351351",
          "score": 0.21888405567935523
         },
         {
          "date": "2001-04-20T12:51:04.324324",
          "score": 0.2193185471912356
         },
         {
          "date": "2001-05-06T14:40:37.297297",
          "score": 0.21975238260407948
         },
         {
          "date": "2001-05-22T16:30:10.270270",
          "score": 0.22018556062005293
         },
         {
          "date": "2001-06-07T18:19:43.243243",
          "score": 0.22061807994328925
         },
         {
          "date": "2001-06-23T20:09:16.216216",
          "score": 0.22104993927989167
         },
         {
          "date": "2001-07-09T21:58:49.189189",
          "score": 0.22148113733793814
         },
         {
          "date": "2001-07-25T23:48:22.162162",
          "score": 0.2219116728274847
         },
         {
          "date": "2001-08-11T01:37:55.135135",
          "score": 0.22234154446056967
         },
         {
          "date": "2001-08-27T03:27:28.108108",
          "score": 0.22277075095121673
         },
         {
          "date": "2001-09-12T05:17:01.081081",
          "score": 0.22319929101543978
         },
         {
          "date": "2001-09-28T07:06:34.054054",
          "score": 0.22362716337124677
         },
         {
          "date": "2001-10-14T08:56:07.027027",
          "score": 0.2240543667386425
         },
         {
          "date": "2001-10-30T09:45:40",
          "score": 0.2244808998396334
         },
         {
          "date": "2001-11-15T11:35:12.972973",
          "score": 0.22490676139823082
         },
         {
          "date": "2001-12-01T13:24:45.945946",
          "score": 0.22533195014045507
         },
         {
          "date": "2001-12-17T15:14:18.918919",
          "score": 0.22575646479433947
         },
         {
          "date": "2002-01-02T17:03:51.891892",
          "score": 0.22618030408993356
         },
         {
          "date": "2002-01-18T18:53:24.864865",
          "score": 0.22660346675930776
         },
         {
          "date": "2002-02-03T20:42:57.837838",
          "score": 0.2270259515365556
         },
         {
          "date": "2002-02-19T22:32:30.810811",
          "score": 0.22744775715779977
         },
         {
          "date": "2002-03-08T00:22:03.783784",
          "score": 0.22786888236119382
         },
         {
          "date": "2002-03-24T02:11:36.756757",
          "score": 0.22828932588692738
         },
         {
          "date": "2002-04-09T05:01:09.729730",
          "score": 0.22870908647722896
         },
         {
          "date": "2002-04-25T06:50:42.702703",
          "score": 0.22912816287637
         },
         {
          "date": "2002-05-11T08:40:15.675676",
          "score": 0.22954655383066927
         },
         {
          "date": "2002-05-27T10:29:48.648649",
          "score": 0.22996425808849552
         },
         {
          "date": "2002-06-12T12:19:21.621622",
          "score": 0.23038127440027217
         },
         {
          "date": "2002-06-28T14:08:54.594595",
          "score": 0.2307976015184801
         },
         {
          "date": "2002-07-14T15:58:27.567568",
          "score": 0.23121323819766262
         },
         {
          "date": "2002-07-30T17:48:00.540541",
          "score": 0.2316281831944281
         },
         {
          "date": "2002-08-15T19:37:33.513514",
          "score": 0.2320424352674541
         },
         {
          "date": "2002-08-31T21:27:06.486487",
          "score": 0.23245599317749138
         },
         {
          "date": "2002-09-16T23:16:39.459459",
          "score": 0.23286885568736693
         },
         {
          "date": "2002-10-03T01:06:12.432432",
          "score": 0.2332810215619882
         },
         {
          "date": "2002-10-19T02:55:45.405405",
          "score": 0.23369248956834704
         },
         {
          "date": "2002-11-04T03:45:18.378378",
          "score": 0.23410325847552244
         },
         {
          "date": "2002-11-20T05:34:51.351351",
          "score": 0.23451332705468514
         },
         {
          "date": "2002-12-06T07:24:24.324324",
          "score": 0.23492269407910038
         },
         {
          "date": "2002-12-22T09:13:57.297297",
          "score": 0.23533135832413277
         },
         {
          "date": "2003-01-07T11:03:30.270270",
          "score": 0.23573931856724875
         },
         {
          "date": "2003-01-23T12:53:03.243243",
          "score": 0.2361465735880215
         },
         {
          "date": "2003-02-08T14:42:36.216216",
          "score": 0.23655312216813346
         },
         {
          "date": "2003-02-24T16:32:09.189189",
          "score": 0.2369589630913804
         },
         {
          "date": "2003-03-12T18:21:42.162162",
          "score": 0.23736409514367499
         },
         {
          "date": "2003-03-28T20:11:15.135135",
          "score": 0.2377685171130512
         },
         {
          "date": "2003-04-13T23:00:48.108108",
          "score": 0.2381722277896659
         },
         {
          "date": "2003-04-30T00:50:21.081081",
          "score": 0.23857522596580483
         },
         {
          "date": "2003-05-16T02:39:54.054054",
          "score": 0.23897751043588517
         },
         {
          "date": "2003-06-01T04:29:27.027027",
          "score": 0.23937907999645902
         },
         {
          "date": "2003-06-17T06:19:00",
          "score": 0.23977993344621704
         },
         {
          "date": "2003-07-03T08:08:32.972973",
          "score": 0.2401800695859921
         },
         {
          "date": "2003-07-19T09:58:05.945946",
          "score": 0.24057948721876332
         },
         {
          "date": "2003-08-04T11:47:38.918919",
          "score": 0.24097818514965877
         },
         {
          "date": "2003-08-20T13:37:11.891892",
          "score": 0.24137616218595997
         },
         {
          "date": "2003-09-05T15:26:44.864865",
          "score": 0.24177341713710482
         },
         {
          "date": "2003-09-21T17:16:17.837838",
          "score": 0.24216994881469114
         },
         {
          "date": "2003-10-07T19:05:50.810811",
          "score": 0.24256575603248073
         },
         {
          "date": "2003-10-23T20:55:23.783784",
          "score": 0.24296083760640275
         },
         {
          "date": "2003-11-08T21:44:56.756757",
          "score": 0.24335519235455685
         },
         {
          "date": "2003-11-24T23:34:29.729730",
          "score": 0.24374881909721707
         },
         {
          "date": "2003-12-11T01:24:02.702703",
          "score": 0.24414171665683554
         },
         {
          "date": "2003-12-27T03:13:35.675676",
          "score": 0.2445338838580455
         },
         {
          "date": "2004-01-12T05:03:08.648649",
          "score": 0.24492531952766528
         },
         {
          "date": "2004-01-28T06:52:41.621622",
          "score": 0.24531602249470116
         },
         {
          "date": "2004-02-13T08:42:14.594594",
          "score": 0.24570599159035206
         },
         {
          "date": "2004-02-29T10:31:47.567568",
          "score": 0.2460952256480117
         },
         {
          "date": "2004-03-16T12:21:20.540541",
          "score": 0.24648372350327288
         },
         {
          "date": "2004-04-01T15:10:53.513514",
          "score": 0.246871483993931
         },
         {
          "date": "2004-04-17T17:00:26.486486",
          "score": 0.24725850595998689
         },
         {
          "date": "2004-05-03T18:49:59.459460",
          "score": 0.2476447882436511
         },
         {
          "date": "2004-05-19T20:39:32.432432",
          "score": 0.24803032968934652
         },
         {
          "date": "2004-06-04T22:29:05.405406",
          "score": 0.24841512914371297
         },
         {
          "date": "2004-06-21T00:18:38.378378",
          "score": 0.2487991854556092
         },
         {
          "date": "2004-07-07T02:08:11.351351",
          "score": 0.24918249747611768
         },
         {
          "date": "2004-07-23T03:57:44.324324",
          "score": 0.2495650640585473
         },
         {
          "date": "2004-08-08T05:47:17.297297",
          "score": 0.24994688405843632
         },
         {
          "date": "2004-08-24T07:36:50.270270",
          "score": 0.2503279563335572
         },
         {
          "date": "2004-09-09T09:26:23.243243",
          "score": 0.25070827974391935
         },
         {
          "date": "2004-09-25T11:15:56.216216",
          "score": 0.25108785315177184
         },
         {
          "date": "2004-10-11T13:05:29.189189",
          "score": 0.25146667542160767
         },
         {
          "date": "2004-10-27T14:55:02.162162",
          "score": 0.25184474542016727
         },
         {
          "date": "2004-11-12T15:44:35.135135",
          "score": 0.2522220620164405
         },
         {
          "date": "2004-11-28T17:34:08.108108",
          "score": 0.2525986240816719
         },
         {
          "date": "2004-12-14T19:23:41.081081",
          "score": 0.2529744304893629
         },
         {
          "date": "2004-12-30T21:13:14.054054",
          "score": 0.253349480115276
         },
         {
          "date": "2005-01-15T23:02:47.027027",
          "score": 0.25372377183743705
         },
         {
          "date": "2005-02-01T00:52:20",
          "score": 0.25409730453613927
         },
         {
          "date": "2005-02-17T02:41:52.972973",
          "score": 0.25447007709394676
         },
         {
          "date": "2005-03-05T04:31:25.945946",
          "score": 0.2548420883956974
         },
         {
          "date": "2005-03-21T06:20:58.918919",
          "score": 0.25521333732850665
         },
         {
          "date": "2005-04-06T09:10:31.891892",
          "score": 0.25558382278177033
         },
         {
          "date": "2005-04-22T11:00:04.864865",
          "score": 0.25595354364716827
         },
         {
          "date": "2005-05-08T12:49:37.837838",
          "score": 0.2563224988186679
         },
         {
          "date": "2005-05-24T14:39:10.810811",
          "score": 0.2566906871925271
         },
         {
          "date": "2005-06-09T16:28:43.783784",
          "score": 0.25705810766729725
         },
         {
          "date": "2005-06-25T18:18:16.756757",
          "score": 0.25742475914382734
         },
         {
          "date": "2005-07-11T20:07:49.729730",
          "score": 0.257790640525267
         },
         {
          "date": "2005-07-27T21:57:22.702703",
          "score": 0.25815575071706925
         },
         {
          "date": "2005-08-12T23:46:55.675676",
          "score": 0.2585200886269944
         },
         {
          "date": "2005-08-29T01:36:28.648649",
          "score": 0.25888365316511264
         },
         {
          "date": "2005-09-14T03:26:01.621622",
          "score": 0.25924644324380836
         },
         {
          "date": "2005-09-30T05:15:34.594594",
          "score": 0.25960845777778246
         },
         {
          "date": "2005-10-16T07:05:07.567568",
          "score": 0.25996969568405565
         },
         {
          "date": "2005-11-01T07:54:40.540541",
          "score": 0.2603301558819725
         },
         {
          "date": "2005-11-17T09:44:13.513514",
          "score": 0.2606898372932037
         },
         {
          "date": "2005-12-03T11:33:46.486486",
          "score": 0.26104873884174995
         },
         {
          "date": "2005-12-19T13:23:19.459460",
          "score": 0.2614068594539445
         },
         {
          "date": "2006-01-04T15:12:52.432432",
          "score": 0.2617641980584576
         },
         {
          "date": "2006-01-20T17:02:25.405406",
          "score": 0.26212075358629805
         },
         {
          "date": "2006-02-05T18:51:58.378378",
          "score": 0.26247652497081786
         },
         {
          "date": "2006-02-21T20:41:31.351351",
          "score": 0.2628315111477146
         },
         {
          "date": "2006-03-09T22:31:04.324324",
          "score": 0.2631857110550348
         },
         {
          "date": "2006-03-26T00:20:37.297297",
          "score": 0.26353912363317694
         },
         {
          "date": "2006-04-11T03:10:10.270270",
          "score": 0.26389174782489505
         },
         {
          "date": "2006-04-27T04:59:43.243243",
          "score": 0.2642435825753019
         },
         {
          "date": "2006-05-13T06:49:16.216216",
          "score": 0.26459462683187146
         },
         {
          "date": "2006-05-29T08:38:49.189189",
          "score": 0.26494487954444285
         },
         {
          "date": "2006-06-14T10:28:22.162162",
          "score": 0.26529433966522303
         },
         {
          "date": "2006-06-30T12:17:55.135135",
          "score": 0.2656430061487894
         },
         {
          "date": "2006-07-16T14:07:28.108108",
          "score": 0.2659908779520944
         },
         {
          "date": "2006-08-01T15:57:01.081081",
          "score": 0.26633795403446736
         },
         {
          "date": "2006-08-17T17:46:34.054054",
          "score": 0.2666842333576184
         },
         {
          "date": "2006-09-02T19:36:07.027027",
          "score": 0.26702971488564076
         },
         {
          "date": "2006-09-18T21:25:40",
          "score": 0.2673743975850146
         },
         {
          "date": "2006-10-04T23:15:12.972973",
          "score": 0.2677182804246094
         },
         {
          "date": "2006-10-21T01:04:45.945946",
          "score": 0.26806136237568806
         },
         {
          "date": "2006-11-06T01:54:18.918919",
          "score": 0.2684036424119088
         },
         {
          "date": "2006-11-22T03:43:51.891892",
          "score": 0.26874511950932906
         },
         {
          "date": "2006-12-08T05:33:24.864865",
          "score": 0.26908579264640836
         },
         {
          "date": "2006-12-24T07:22:57.837838",
          "score": 0.26942566080401115
         },
         {
          "date": "2007-01-09T09:12:30.810811",
          "score": 0.26976472296541015
         },
         {
          "date": "2007-01-25T11:02:03.783784",
          "score": 0.27010297811628886
         },
         {
          "date": "2007-02-10T12:51:36.756757",
          "score": 0.27044042524474554
         },
         {
          "date": "2007-02-26T14:41:09.729730",
          "score": 0.2707770633412953
         },
         {
          "date": "2007-03-14T16:30:42.702703",
          "score": 0.2711128913988736
         },
         {
          "date": "2007-03-30T19:20:15.675676",
          "score": 0.27144790841283933
         },
         {
          "date": "2007-04-15T21:09:48.648649",
          "score": 0.27178211338097724
         },
         {
          "date": "2007-05-01T22:59:21.621622",
          "score": 0.27211550530350176
         },
         {
          "date": "2007-05-18T00:48:54.594594",
          "score": 0.2724480831830592
         },
         {
          "date": "2007-06-03T02:38:27.567568",
          "score": 0.2727798460247315
         },
         {
          "date": "2007-06-19T04:28:00.540541",
          "score": 0.27311079283603856
         },
         {
          "date": "2007-07-05T06:17:33.513514",
          "score": 0.2734409226269414
         },
         {
          "date": "2007-07-21T08:07:06.486486",
          "score": 0.27377023440984555
         },
         {
          "date": "2007-08-06T09:56:39.459460",
          "score": 0.274098727199603
         },
         {
          "date": "2007-08-22T11:46:12.432432",
          "score": 0.2744264000135166
         },
         {
          "date": "2007-09-07T13:35:45.405406",
          "score": 0.2747532518713417
         },
         {
          "date": "2007-09-23T15:25:18.378378",
          "score": 0.2750792817952895
         },
         {
          "date": "2007-10-09T17:14:51.351351",
          "score": 0.2754044888100302
         },
         {
          "date": "2007-10-25T19:04:24.324324",
          "score": 0.27572887194269613
         },
         {
          "date": "2007-11-10T19:53:57.297297",
          "score": 0.2760524302228832
         },
         {
          "date": "2007-11-26T21:43:30.270270",
          "score": 0.27637516268265583
         },
         {
          "date": "2007-12-12T23:33:03.243243",
          "score": 0.2766970683565489
         },
         {
          "date": "2007-12-29T01:22:36.216216",
          "score": 0.2770181462815704
         },
         {
          "date": "2008-01-14T03:12:09.189189",
          "score": 0.27733839549720446
         },
         {
          "date": "2008-01-30T05:01:42.162162",
          "score": 0.2776578150454147
         },
         {
          "date": "2008-02-15T06:51:15.135135",
          "score": 0.2779764039706461
         },
         {
          "date": "2008-03-02T08:40:48.108108",
          "score": 0.278294161319829
         },
         {
          "date": "2008-03-18T10:30:21.081081",
          "score": 0.2786110861423811
         },
         {
          "date": "2008-04-03T13:19:54.054054",
          "score": 0.2789271774902112
         },
         {
          "date": "2008-04-19T15:09:27.027027",
          "score": 0.27924243441772084
         },
         {
          "date": "2008-05-05T16:59:00",
          "score": 0.27955685598180796
         },
         {
          "date": "2008-05-21T18:48:32.972973",
          "score": 0.27987044124186966
         },
         {
          "date": "2008-06-06T20:38:05.945946",
          "score": 0.28018318925980473
         },
         {
          "date": "2008-06-22T22:27:38.918919",
          "score": 0.28049509910001663
         },
         {
          "date": "2008-07-09T00:17:11.891892",
          "score": 0.28080616982941625
         },
         {
          "date": "2008-07-25T02:06:44.864865",
          "score": 0.28111640051742476
         },
         {
          "date": "2008-08-10T03:56:17.837838",
          "score": 0.2814257902359762
         },
         {
          "date": "2008-08-26T05:45:50.810811",
          "score": 0.2817343380595207
         },
         {
          "date": "2008-09-11T07:35:23.783784",
          "score": 0.28204204306502656
         },
         {
          "date": "2008-09-27T09:24:56.756757",
          "score": 0.2823489043319836
         },
         {
          "date": "2008-10-13T11:14:29.729730",
          "score": 0.28265492094240574
         },
         {
          "date": "2008-10-29T12:04:02.702703",
          "score": 0.28296009198083377
         },
         {
          "date": "2008-11-14T13:53:35.675676",
          "score": 0.2832644165343379
         },
         {
          "date": "2008-11-30T15:43:08.648649",
          "score": 0.2835678936925206
         },
         {
          "date": "2008-12-16T17:32:41.621622",
          "score": 0.28387052254751943
         },
         {
          "date": "2009-01-01T19:22:14.594594",
          "score": 0.28417230219400974
         },
         {
          "date": "2009-01-17T21:11:47.567568",
          "score": 0.2844732317292073
         },
         {
          "date": "2009-02-02T23:01:20.540541",
          "score": 0.28477331025287084
         },
         {
          "date": "2009-02-19T00:50:53.513514",
          "score": 0.2850725368673052
         },
         {
          "date": "2009-03-07T02:40:26.486486",
          "score": 0.2853709106773634
         },
         {
          "date": "2009-03-23T04:29:59.459460",
          "score": 0.28566843079045
         },
         {
          "date": "2009-04-08T07:19:32.432432",
          "score": 0.28596509631652334
         },
         {
          "date": "2009-04-24T09:09:05.405406",
          "score": 0.28626090636809814
         },
         {
          "date": "2009-05-10T10:58:38.378378",
          "score": 0.28655586006024825
         },
         {
          "date": "2009-05-26T12:48:11.351351",
          "score": 0.2868499565106097
         },
         {
          "date": "2009-06-11T14:37:44.324324",
          "score": 0.2871431948393828
         },
         {
          "date": "2009-06-27T16:27:17.297297",
          "score": 0.28743557416933446
         },
         {
          "date": "2009-07-13T18:16:50.270270",
          "score": 0.28772709362580207
         },
         {
          "date": "2009-07-29T20:06:23.243243",
          "score": 0.2880177523366952
         },
         {
          "date": "2009-08-14T21:55:56.216216",
          "score": 0.2883075494324981
         },
         {
          "date": "2009-08-30T23:45:29.189189",
          "score": 0.2885964840462727
         },
         {
          "date": "2009-09-16T01:35:02.162162",
          "score": 0.28888455531366136
         },
         {
          "date": "2009-10-02T03:24:35.135135",
          "score": 0.2891717623728885
         },
         {
          "date": "2009-10-18T05:14:08.108108",
          "score": 0.2894581043647643
         },
         {
          "date": "2009-11-03T06:03:41.081081",
          "score": 0.28974358043268683
         },
         {
          "date": "2009-11-19T07:53:14.054054",
          "score": 0.29002818972264477
         },
         {
          "date": "2009-12-05T09:42:47.027027",
          "score": 0.29031193138321926
         },
         {
          "date": "2009-12-21T11:32:20",
          "score": 0.2905948045655874
         },
         {
          "date": "2010-01-06T13:21:52.972973",
          "score": 0.29087680842352437
         },
         {
          "date": "2010-01-22T15:11:25.945946",
          "score": 0.2911579421134056
         },
         {
          "date": "2010-02-07T17:00:58.918919",
          "score": 0.2914382047942101
         },
         {
          "date": "2010-02-23T18:50:31.891892",
          "score": 0.29171759562752236
         },
         {
          "date": "2010-03-11T20:40:04.864865",
          "score": 0.29199611377753487
         },
         {
          "date": "2010-03-27T22:29:37.837838",
          "score": 0.29227375841105113
         },
         {
          "date": "2010-04-13T01:19:10.810811",
          "score": 0.2925505286974875
         },
         {
          "date": "2010-04-29T03:08:43.783784",
          "score": 0.2928264238088759
         },
         {
          "date": "2010-05-15T04:58:16.756757",
          "score": 0.2931014429198668
         },
         {
          "date": "2010-05-31T06:47:49.729730",
          "score": 0.2933755852077308
         },
         {
          "date": "2010-06-16T08:37:22.702703",
          "score": 0.2936488498523619
         },
         {
          "date": "2010-07-02T10:26:55.675676",
          "score": 0.2939212360362795
         },
         {
          "date": "2010-07-18T12:16:28.648649",
          "score": 0.2941927429446306
         },
         {
          "date": "2010-08-03T14:06:01.621622",
          "score": 0.29446336976519305
         },
         {
          "date": "2010-08-19T15:55:34.594594",
          "score": 0.2947331156883774
         },
         {
          "date": "2010-09-04T17:45:07.567568",
          "score": 0.29500197990722915
         },
         {
          "date": "2010-09-20T19:34:40.540541",
          "score": 0.29526996161743196
         },
         {
          "date": "2010-10-06T21:24:13.513514",
          "score": 0.2955370600173089
         },
         {
          "date": "2010-10-22T23:13:46.486486",
          "score": 0.29580327430782627
         },
         {
          "date": "2010-11-08T00:03:19.459460",
          "score": 0.29606860369259436
         },
         {
          "date": "2010-11-24T01:52:52.432432",
          "score": 0.2963330473778714
         },
         {
          "date": "2010-12-10T03:42:25.405406",
          "score": 0.296596604572565
         },
         {
          "date": "2010-12-26T05:31:58.378378",
          "score": 0.29685927448823446
         },
         {
          "date": "2011-01-11T07:21:31.351351",
          "score": 0.29712105633909375
         },
         {
          "date": "2011-01-27T09:11:04.324324",
          "score": 0.29738194934201345
         },
         {
          "date": "2011-02-12T11:00:37.297297",
          "score": 0.2976419527165229
         },
         {
          "date": "2011-02-28T12:50:10.270270",
          "score": 0.29790106568481295
         },
         {
          "date": "2011-03-16T14:39:43.243243",
          "score": 0.2981592874717384
         },
         {
          "date": "2011-04-01T17:29:16.216216",
          "score": 0.2984166173048197
         },
         {
          "date": "2011-04-17T19:18:49.189189",
          "score": 0.29867305441424585
         },
         {
          "date": "2011-05-03T21:08:22.162162",
          "score": 0.29892859803287647
         },
         {
          "date": "2011-05-19T22:57:55.135135",
          "score": 0.29918324739624347
         },
         {
          "date": "2011-06-05T00:47:28.108108",
          "score": 0.29943700174255483
         },
         {
          "date": "2011-06-21T02:37:01.081081",
          "score": 0.29968986031269546
         },
         {
          "date": "2011-07-07T04:26:34.054054",
          "score": 0.29994182235023026
         },
         {
          "date": "2011-07-23T06:16:07.027027",
          "score": 0.30019288710140607
         },
         {
          "date": "2011-08-08T08:05:40",
          "score": 0.30044305381515407
         },
         {
          "date": "2011-08-24T09:55:12.972973",
          "score": 0.3006923217430917
         },
         {
          "date": "2011-09-09T11:44:45.945946",
          "score": 0.3009406901395254
         },
         {
          "date": "2011-09-25T13:34:18.918919",
          "score": 0.3011881582614525
         },
         {
          "date": "2011-10-11T15:23:51.891892",
          "score": 0.30143472536856347
         },
         {
          "date": "2011-10-27T17:13:24.864865",
          "score": 0.3016803907232444
         },
         {
          "date": "2011-11-12T18:02:57.837838",
          "score": 0.3019251535905787
         },
         {
          "date": "2011-11-28T19:52:30.810811",
          "score": 0.30216901323835
         },
         {
          "date": "2011-12-14T21:42:03.783784",
          "score": 0.30241196893704336
         },
         {
          "date": "2011-12-30T23:31:36.756757",
          "score": 0.3026540199598487
         },
         {
          "date": "2012-01-16T01:21:09.729730",
          "score": 0.30289516558266194
         },
         {
          "date": "2012-02-01T03:10:42.702703",
          "score": 0.3031354050840873
         },
         {
          "date": "2012-02-17T05:00:15.675676",
          "score": 0.3033747377454405
         },
         {
          "date": "2012-03-04T06:49:48.648649",
          "score": 0.3036131628507491
         },
         {
          "date": "2012-03-20T08:39:21.621622",
          "score": 0.3038506796867564
         },
         {
          "date": "2012-04-05T11:28:54.594594",
          "score": 0.3040872875429224
         },
         {
          "date": "2012-04-21T13:18:27.567568",
          "score": 0.30432298571142663
         },
         {
          "date": "2012-05-07T15:08:00.540541",
          "score": 0.3045577734871698
         },
         {
          "date": "2012-05-23T16:57:33.513514",
          "score": 0.3047916501677761
         },
         {
          "date": "2012-06-08T18:47:06.486486",
          "score": 0.3050246150535954
         },
         {
          "date": "2012-06-24T20:36:39.459460",
          "score": 0.305256667447705
         },
         {
          "date": "2012-07-10T22:26:12.432432",
          "score": 0.30548780665591235
         },
         {
          "date": "2012-07-27T00:15:45.405406",
          "score": 0.30571803198675646
         },
         {
          "date": "2012-08-12T02:05:18.378378",
          "score": 0.3059473427515102
         },
         {
          "date": "2012-08-28T03:54:51.351351",
          "score": 0.30617573826418243
         },
         {
          "date": "2012-09-13T05:44:24.324324",
          "score": 0.30640321784152036
         },
         {
          "date": "2012-09-29T07:33:57.297297",
          "score": 0.3066297808030105
         },
         {
          "date": "2012-10-15T09:23:30.270270",
          "score": 0.30685542647088204
         },
         {
          "date": "2012-10-31T10:13:03.243243",
          "score": 0.30708015417010814
         },
         {
          "date": "2012-11-16T12:02:36.216216",
          "score": 0.30730396322840836
         },
         {
          "date": "2012-12-02T13:52:09.189189",
          "score": 0.30752685297624976
         },
         {
          "date": "2012-12-18T15:41:42.162162",
          "score": 0.3077488227468504
         },
         {
          "date": "2013-01-03T17:31:15.135135",
          "score": 0.3080746964541523
         },
         {
          "date": "2013-01-19T19:20:48.108108",
          "score": 0.3106009440145803
         },
         {
          "date": "2013-02-04T21:10:21.081081",
          "score": 0.3131261542155968
         },
         {
          "date": "2013-02-20T22:59:54.054054",
          "score": 0.3156502160259817
         },
         {
          "date": "2013-03-09T00:49:27.027027",
          "score": 0.3181730184280825
         },
         {
          "date": "2013-03-25T02:39:00",
          "score": 0.32069445042309624
         },
         {
          "date": "2013-04-10T05:28:32.972973",
          "score": 0.3232144010363563
         },
         {
          "date": "2013-04-26T07:18:05.945946",
          "score": 0.32573275932261264
         },
         {
          "date": "2013-05-12T09:07:38.918919",
          "score": 0.3282494143713136
         },
         {
          "date": "2013-05-28T10:57:11.891892",
          "score": 0.33076425531188774
         },
         {
          "date": "2013-06-13T12:46:44.864865",
          "score": 0.3332771713190188
         },
         {
          "date": "2013-06-29T14:36:17.837838",
          "score": 0.33578805161792596
         },
         {
          "date": "2013-07-15T16:25:50.810811",
          "score": 0.3382967854896293
         },
         {
          "date": "2013-07-31T18:15:23.783784",
          "score": 0.3408032622762325
         },
         {
          "date": "2013-08-16T20:04:56.756757",
          "score": 0.3433073713861825
         },
         {
          "date": "2013-09-01T21:54:29.729730",
          "score": 0.3458090022995382
         },
         {
          "date": "2013-09-17T23:44:02.702703",
          "score": 0.3483080445732327
         },
         {
          "date": "2013-10-04T01:33:35.675676",
          "score": 0.35080438784632945
         },
         {
          "date": "2013-10-20T03:23:08.648649",
          "score": 0.35329792184528214
         },
         {
          "date": "2013-11-05T04:12:41.621622",
          "score": 0.35578853638917474
         },
         {
          "date": "2013-11-21T06:02:14.594595",
          "score": 0.3582761213949814
         },
         {
          "date": "2013-12-07T07:51:47.567568",
          "score": 0.3607605668827985
         },
         {
          "date": "2013-12-23T09:41:20.540540",
          "score": 0.3632417629810862
         },
         {
          "date": "2014-01-08T11:30:53.513514",
          "score": 0.36571959993189723
         },
         {
          "date": "2014-01-24T13:20:26.486486",
          "score": 0.3681939680961056
         },
         {
          "date": "2014-02-09T15:09:59.459460",
          "score": 0.3706647579586275
         },
         {
          "date": "2014-02-25T16:59:32.432432",
          "score": 0.373131860133635
         },
         {
          "date": "2014-03-13T18:49:05.405406",
          "score": 0.3755951653697672
         },
         {
          "date": "2014-03-29T20:38:38.378378",
          "score": 0.3780545645553311
         },
         {
          "date": "2014-04-14T23:28:11.351351",
          "score": 0.38050994872350086
         },
         {
          "date": "2014-05-01T01:17:44.324324",
          "score": 0.3829612090575002
         },
         {
          "date": "2014-05-17T03:07:17.297297",
          "score": 0.38540823689579423
         },
         {
          "date": "2014-06-02T04:56:50.270270",
          "score": 0.38785092373725905
         },
         {
          "date": "2014-06-18T06:46:23.243243",
          "score": 0.3902891612463501
         },
         {
          "date": "2014-07-04T08:35:56.216216",
          "score": 0.3927228412582621
         },
         {
          "date": "2014-07-20T10:25:29.189189",
          "score": 0.39515185578408046
         },
         {
          "date": "2014-08-05T12:15:02.162162",
          "score": 0.39757609701592667
         },
         {
          "date": "2014-08-21T14:04:35.135135",
          "score": 0.39999545733208675
         },
         {
          "date": "2014-09-06T15:54:08.108108",
          "score": 0.4024098293021471
         },
         {
          "date": "2014-09-22T17:43:41.081081",
          "score": 0.4048191056921045
         },
         {
          "date": "2014-10-08T19:33:14.054054",
          "score": 0.40722317946947556
         },
         {
          "date": "2014-10-24T21:22:47.027027",
          "score": 0.4096219438083961
         },
         {
          "date": "2014-11-09T22:12:20",
          "score": 0.41201529209470816
         },
         {
          "date": "2014-11-26T00:01:52.972973",
          "score": 0.4144031179310397
         },
         {
          "date": "2014-12-12T01:51:25.945946",
          "score": 0.41678531514187156
         },
         {
          "date": "2014-12-28T03:40:58.918919",
          "score": 0.41916177777859626
         },
         {
          "date": "2015-01-13T05:30:31.891892",
          "score": 0.42153240012456517
         },
         {
          "date": "2015-01-29T07:20:04.864865",
          "score": 0.42389707670012317
         },
         {
          "date": "2015-02-14T09:09:37.837838",
          "score": 0.4262557022676368
         },
         {
          "date": "2015-03-02T10:59:10.810811",
          "score": 0.4286081718364995
         },
         {
          "date": "2015-03-18T12:48:43.783784",
          "score": 0.4309543806681447
         },
         {
          "date": "2015-04-03T15:38:16.756757",
          "score": 0.43329422428102754
         },
         {
          "date": "2015-04-19T17:27:49.729730",
          "score": 0.43562759845560445
         },
         {
          "date": "2015-05-05T19:17:22.702703",
          "score": 0.43795439923929963
         },
         {
          "date": "2015-05-21T21:06:55.675676",
          "score": 0.44027452295145514
         },
         {
          "date": "2015-06-06T22:56:28.648649",
          "score": 0.44258786618827434
         },
         {
          "date": "2015-06-23T00:46:01.621622",
          "score": 0.4448943258277405
         },
         {
          "date": "2015-07-09T02:35:34.594595",
          "score": 0.4471937990345409
         },
         {
          "date": "2015-07-25T04:25:07.567568",
          "score": 0.44948618326495743
         },
         {
          "date": "2015-08-10T06:14:40.540541",
          "score": 0.4517713762717574
         },
         {
          "date": "2015-08-26T08:04:13.513514",
          "score": 0.45404927610906254
         },
         {
          "date": "2015-09-11T09:53:46.486486",
          "score": 0.4563197811372065
         },
         {
          "date": "2015-09-27T11:43:19.459460",
          "score": 0.4585827900275794
         },
         {
          "date": "2015-10-13T13:32:52.432432",
          "score": 0.4608382017674544
         },
         {
          "date": "2015-10-29T14:22:25.405406",
          "score": 0.4630859156648012
         },
         {
          "date": "2015-11-14T16:11:58.378378",
          "score": 0.46532583135308325
         },
         {
          "date": "2015-11-30T18:01:31.351351",
          "score": 0.46755784879604295
         },
         {
          "date": "2015-12-16T19:51:04.324324",
          "score": 0.4697818682924613
         },
         {
          "date": "2016-01-01T21:40:37.297297",
          "score": 0.4719977904809178
         },
         {
          "date": "2016-01-17T23:30:10.270270",
          "score": 0.4742055163445198
         },
         {
          "date": "2016-02-03T01:19:43.243243",
          "score": 0.4764049472156213
         },
         {
          "date": "2016-02-19T03:09:16.216216",
          "score": 0.47859598478052573
         },
         {
          "date": "2016-03-06T04:58:49.189189",
          "score": 0.4807785310841697
         },
         {
          "date": "2016-03-22T06:48:22.162162",
          "score": 0.4829524885347937
         },
         {
          "date": "2016-04-07T09:37:55.135135",
          "score": 0.48511775990858497
         },
         {
          "date": "2016-04-23T11:27:28.108108",
          "score": 0.48727424835432187
         },
         {
          "date": "2016-05-09T13:17:01.081081",
          "score": 0.4894218573979808
         },
         {
          "date": "2016-05-25T15:06:34.054054",
          "score": 0.49156049094733734
         },
         {
          "date": "2016-06-10T16:56:07.027027",
          "score": 0.4936900532965444
         },
         {
          "date": "2016-06-26T18:45:40",
          "score": 0.4958104491306933
         },
         {
          "date": "2016-07-12T20:35:12.972973",
          "score": 0.49792158353035676
         },
         {
          "date": "2016-07-28T22:24:45.945946",
          "score": 0.5000233619761119
         },
         {
          "date": "2016-08-14T00:14:18.918919",
          "score": 0.5021156903530445
         },
         {
          "date": "2016-08-30T02:03:51.891892",
          "score": 0.5041984749552361
         },
         {
          "date": "2016-09-15T03:53:24.864865",
          "score": 0.5062716224902274
         },
         {
          "date": "2016-10-01T05:42:57.837838",
          "score": 0.5083350400834682
         },
         {
          "date": "2016-10-17T07:32:30.810811",
          "score": 0.5103886352827365
         },
         {
          "date": "2016-11-02T08:22:03.783784",
          "score": 0.5124323160625543
         },
         {
          "date": "2016-11-18T10:11:36.756757",
          "score": 0.5144659908285668
         },
         {
          "date": "2016-12-04T12:01:09.729730",
          "score": 0.516489568421911
         },
         {
          "date": "2016-12-20T13:50:42.702703",
          "score": 0.518502958123559
         },
         {
          "date": "2017-01-05T15:40:15.675676",
          "score": 0.5205060696586418
         },
         {
          "date": "2017-01-21T17:29:48.648649",
          "score": 0.5224988132007549
         },
         {
          "date": "2017-02-06T19:19:21.621622",
          "score": 0.5244810993762322
         },
         {
          "date": "2017-02-22T21:08:54.594595",
          "score": 0.5264528392684165
         },
         {
          "date": "2017-03-10T22:58:27.567568",
          "score": 0.528413944421889
         },
         {
          "date": "2017-03-27T01:48:00.540541",
          "score": 0.53036432684669
         },
         {
          "date": "2017-04-12T03:37:33.513514",
          "score": 0.5323038990225103
         },
         {
          "date": "2017-04-28T05:27:06.486486",
          "score": 0.5342325739028647
         },
         {
          "date": "2017-05-14T07:16:39.459460",
          "score": 0.5361502649192401
         },
         {
          "date": "2017-05-30T09:06:12.432432",
          "score": 0.5380568859852222
         },
         {
          "date": "2017-06-15T10:55:45.405406",
          "score": 0.5399523515005986
         },
         {
          "date": "2017-07-01T12:45:18.378378",
          "score": 0.54183657635544
         },
         {
          "date": "2017-07-17T14:34:51.351351",
          "score": 0.5437094759341567
         },
         {
          "date": "2017-08-02T16:24:24.324324",
          "score": 0.5455709661195293
         },
         {
          "date": "2017-08-18T18:13:57.297297",
          "score": 0.5474209632967231
         },
         {
          "date": "2017-09-03T20:03:30.270270",
          "score": 0.5492593843572715
         },
         {
          "date": "2017-09-19T21:53:03.243243",
          "score": 0.5510861467030375
         },
         {
          "date": "2017-10-05T23:42:36.216216",
          "score": 0.5529011682501512
         },
         {
          "date": "2017-10-22T01:32:09.189189",
          "score": 0.5547043674329227
         },
         {
          "date": "2017-11-07T02:21:42.162162",
          "score": 0.556495663207732
         },
         {
          "date": "2017-11-23T04:11:15.135135",
          "score": 0.5582749750568866
         },
         {
          "date": "2017-12-09T06:00:48.108108",
          "score": 0.5600422229924684
         },
         {
          "date": "2017-12-25T07:50:21.081081",
          "score": 0.5617973275601404
         },
         {
          "date": "2018-01-10T09:39:54.054054",
          "score": 0.5635402098429366
         },
         {
          "date": "2018-01-26T11:29:27.027027",
          "score": 0.565270791465024
         },
         {
          "date": "2018-02-11T13:19:00",
          "score": 0.5669889945954385
         },
         {
          "date": "2018-02-27T15:08:32.972973",
          "score": 0.5686947419517957
         },
         {
          "date": "2018-03-15T16:58:05.945946",
          "score": 0.5703879568039748
         },
         {
          "date": "2018-03-31T19:47:38.918919",
          "score": 0.5720685629777764
         },
         {
          "date": "2018-04-16T21:37:11.891892",
          "score": 0.573736484858555
         },
         {
          "date": "2018-05-02T23:26:44.864865",
          "score": 0.5753916473948224
         },
         {
          "date": "2018-05-19T01:16:17.837838",
          "score": 0.5770339761018278
         },
         {
          "date": "2018-06-04T03:05:50.810811",
          "score": 0.5786633970651034
         },
         {
          "date": "2018-06-20T04:55:23.783784",
          "score": 0.5802798369439968
         },
         {
          "date": "2018-07-06T06:44:56.756757",
          "score": 0.5818832229751598
         },
         {
          "date": "2018-07-22T08:34:29.729730",
          "score": 0.5834734829760224
         },
         {
          "date": "2018-08-07T10:24:02.702703",
          "score": 0.585050545348231
         },
         {
          "date": "2018-08-23T12:13:35.675676",
          "score": 0.5866143390810629
         },
         {
          "date": "2018-09-08T14:03:08.648649",
          "score": 0.5881647937548139
         },
         {
          "date": "2018-09-24T15:52:41.621622",
          "score": 0.5897018395441497
         },
         {
          "date": "2018-10-10T17:42:14.594595",
          "score": 0.5912254072214427
         },
         {
          "date": "2018-10-26T19:31:47.567568",
          "score": 0.5927354281600674
         },
         {
          "date": "2018-11-11T20:21:20.540541",
          "score": 0.5942318343376737
         },
         {
          "date": "2018-11-27T22:10:53.513514",
          "score": 0.59571455833943
         },
         {
          "date": "2018-12-14T00:00:26.486486",
          "score": 0.5971835333612374
         },
         {
          "date": "2018-12-30T01:49:59.459460",
          "score": 0.5986386932129147
         },
         {
          "date": "2019-01-15T03:39:32.432432",
          "score": 0.6047969209682741
         },
         {
          "date": "2019-01-31T05:29:05.405406",
          "score": 0.611988036040021
         },
         {
          "date": "2019-02-16T07:18:38.378378",
          "score": 0.6191620058165896
         },
         {
          "date": "2019-03-04T09:08:11.351351",
          "score": 0.6263170433199332
         },
         {
          "date": "2019-03-20T10:57:44.324324",
          "score": 0.6334513636548047
         },
         {
          "date": "2019-04-05T13:47:17.297297",
          "score": 0.6405631845268733
         },
         {
          "date": "2019-04-21T15:36:50.270270",
          "score": 0.6476507267601641
         },
         {
          "date": "2019-05-07T17:26:23.243243",
          "score": 0.6547122148137595
         },
         {
          "date": "2019-05-23T19:15:56.216216",
          "score": 0.6617458772975617
         },
         {
          "date": "2019-06-08T21:05:29.189189",
          "score": 0.6687499474869745
         },
         {
          "date": "2019-06-24T22:55:02.162162",
          "score": 0.6757226638363627
         },
         {
          "date": "2019-07-11T00:44:35.135135",
          "score": 0.6826622704910931
         },
         {
          "date": "2019-07-27T02:34:08.108108",
          "score": 0.6895670177980907
         },
         {
          "date": "2019-08-12T04:23:41.081081",
          "score": 0.6964351628146521
         },
         {
          "date": "2019-08-28T06:13:14.054054",
          "score": 0.7032649698154405
         },
         {
          "date": "2019-09-13T08:02:47.027027",
          "score": 0.7100547107974865
         },
         {
          "date": "2019-09-29T09:52:20",
          "score": 0.7168026659830384
         },
         {
          "date": "2019-10-15T11:41:52.972973",
          "score": 0.7235071243201234
         },
         {
          "date": "2019-10-31T12:31:25.945946",
          "score": 0.7301663839806664
         },
         {
          "date": "2019-11-16T14:20:58.918919",
          "score": 0.7367787528560134
         },
         {
          "date": "2019-12-02T16:10:31.891892",
          "score": 0.7433425490497223
         },
         {
          "date": "2019-12-18T18:00:04.864865",
          "score": 0.7498561013674607
         },
         {
          "date": "2020-01-03T19:49:37.837838",
          "score": 0.7563177498038848
         },
         {
          "date": "2020-01-19T21:39:10.810811",
          "score": 0.762725846026313
         },
         {
          "date": "2020-02-04T23:28:43.783784",
          "score": 0.7690787538551278
         },
         {
          "date": "2020-02-21T01:18:16.756757",
          "score": 0.7753748497406672
         },
         {
          "date": "2020-03-08T03:07:49.729730",
          "score": 0.7816125232365332
         },
         {
          "date": "2020-03-24T04:57:22.702703",
          "score": 0.78779017746915
         },
         {
          "date": "2020-04-09T07:46:55.675676",
          "score": 0.7939062296034347
         },
         {
          "date": "2020-04-25T09:36:28.648649",
          "score": 0.7999591113044482
         },
         {
          "date": "2020-05-11T11:26:01.621622",
          "score": 0.8059472691948587
         },
         {
          "date": "2020-05-27T13:15:34.594595",
          "score": 0.8118691653081546
         },
         {
          "date": "2020-06-12T15:05:07.567568",
          "score": 0.8177232775373735
         },
         {
          "date": "2020-06-28T16:54:40.540541",
          "score": 0.8235081000792913
         },
         {
          "date": "2020-07-14T18:44:13.513514",
          "score": 0.8292221438739016
         },
         {
          "date": "2020-07-30T20:33:46.486486",
          "score": 0.834863937039067
         },
         {
          "date": "2020-08-15T22:23:19.459460",
          "score": 0.8404320253002099
         },
         {
          "date": "2020-09-01T00:12:52.432432",
          "score": 0.8459249724149118
         },
         {
          "date": "2020-09-17T02:02:25.405406",
          "score": 0.8513413605923007
         },
         {
          "date": "2020-10-03T03:51:58.378378",
          "score": 0.8566797909070963
         },
         {
          "date": "2020-10-19T05:41:31.351351",
          "score": 0.8619388837081956
         },
         {
          "date": "2020-11-04T06:31:04.324324",
          "score": 0.8671172790216566
         },
         {
          "date": "2020-11-20T08:20:37.297297",
          "score": 0.8722136369480095
         },
         {
          "date": "2020-12-06T10:10:10.270270",
          "score": 0.8772266380537118
         },
         {
          "date": "2020-12-22T11:59:43.243243",
          "score": 0.8821549837566789
         },
         {
          "date": "2021-01-07T13:49:16.216216",
          "score": 0.8869973967057546
         },
         {
          "date": "2021-01-23T15:38:49.189189",
          "score": 0.8917526211540165
         },
         {
          "date": "2021-02-08T17:28:22.162162",
          "score": 0.8964194233258025
         },
         {
          "date": "2021-02-24T19:17:55.135135",
          "score": 0.9009965917773319
         },
         {
          "date": "2021-03-12T21:07:28.108108",
          "score": 0.9054829377508641
         },
         {
          "date": "2021-03-28T23:57:01.081081",
          "score": 0.9098772955222206
         },
         {
          "date": "2021-04-14T01:46:34.054054",
          "score": 0.9141785227416203
         },
         {
          "date": "2021-04-30T03:36:07.027027",
          "score": 0.9183855007677013
         },
         {
          "date": "2021-05-16T05:25:40",
          "score": 0.9224971349946386
         },
         {
          "date": "2021-06-01T07:15:12.972973",
          "score": 0.9265123551722542
         },
         {
          "date": "2021-06-17T09:04:45.945946",
          "score": 0.930430115719032
         },
         {
          "date": "2021-07-03T10:54:18.918919",
          "score": 0.9342493960279361
         },
         {
          "date": "2021-07-19T12:43:51.891892",
          "score": 0.9379692007649447
         },
         {
          "date": "2021-08-04T14:33:24.864865",
          "score": 0.9415885601602149
         },
         {
          "date": "2021-08-20T16:22:57.837838",
          "score": 0.945106530291785
         },
         {
          "date": "2021-09-05T18:12:30.810811",
          "score": 0.9485221933617235
         },
         {
          "date": "2021-09-21T20:02:03.783784",
          "score": 0.9518346579646747
         },
         {
          "date": "2021-10-07T21:51:36.756757",
          "score": 0.9550430593486717
         },
         {
          "date": "2021-10-23T23:41:09.729730",
          "score": 0.9581465596681803
         },
         {
          "date": "2021-11-09T00:30:42.702703",
          "score": 0.9611443482292767
         },
         {
          "date": "2021-11-25T02:20:15.675676",
          "score": 0.964035641726894
         },
         {
          "date": "2021-12-11T04:09:48.648649",
          "score": 0.9668196844740675
         },
         {
          "date": "2021-12-27T05:59:21.621622",
          "score": 0.9694957486230962
         },
         {
          "date": "2022-01-12T07:48:54.594595",
          "score": 0.9720631343785873
         },
         {
          "date": "2022-01-28T09:38:27.567568",
          "score": 0.974521170202279
         },
         {
          "date": "2022-02-13T11:28:00.540541",
          "score": 0.9768692130096093
         },
         {
          "date": "2022-03-01T13:17:33.513514",
          "score": 0.9791066483579641
         },
         {
          "date": "2022-03-17T15:07:06.486486",
          "score": 0.9812328906265464
         },
         {
          "date": "2022-04-02T17:56:39.459460",
          "score": 0.983247383187813
         },
         {
          "date": "2022-04-18T19:46:12.432432",
          "score": 0.9851495985704328
         },
         {
          "date": "2022-05-04T21:35:45.405406",
          "score": 0.9869390386137111
         },
         {
          "date": "2022-05-20T23:25:18.378378",
          "score": 0.9886152346134387
         },
         {
          "date": "2022-06-06T01:14:51.351351",
          "score": 0.9901777474591219
         },
         {
          "date": "2022-06-22T03:04:24.324324",
          "score": 0.9916261677625451
         },
         {
          "date": "2022-07-08T04:53:57.297297",
          "score": 0.9929601159776463
         },
         {
          "date": "2022-07-24T06:43:30.270270",
          "score": 0.994179242511645
         },
         {
          "date": "2022-08-09T08:33:03.243243",
          "score": 0.9952832278274083
         },
         {
          "date": "2022-08-25T10:22:36.216216",
          "score": 0.9962717825370168
         },
         {
          "date": "2022-09-10T12:12:09.189189",
          "score": 0.9971446474865036
         },
         {
          "date": "2022-09-26T14:01:42.162162",
          "score": 0.9979015938317417
         },
         {
          "date": "2022-10-12T15:51:15.135135",
          "score": 0.9985424231054558
         },
         {
          "date": "2022-10-28T17:40:48.108108",
          "score": 0.999066967275342
         },
         {
          "date": "2022-11-13T18:30:21.081081",
          "score": 0.9994750887932731
         },
         {
          "date": "2022-11-29T20:19:54.054054",
          "score": 0.9997666806355772
         },
         {
          "date": "2022-12-15T22:09:27.027027",
          "score": 0.9999416663343806
         },
         {
          "date": "2022-12-31T23:59:00",
          "score": 1
         }
        ]
       },
       "encoding": {
        "tooltip": [
         {
          "field": "date",
          "type": "temporal"
         }
        ],
        "x": {
         "field": "date",
         "title": "Date",
         "type": "temporal"
        },
        "y": {
         "field": "score",
         "title": "Recency score",
         "type": "quantitative"
        }
       },
       "height": 380,
       "mark": {
        "color": "black",
        "filled": true,
        "size": 10,
        "type": "point"
       },
       "title": "Recency scores (unit weight)",
       "width": 500
      },
      "image/png": "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",
      "text/plain": [
       "<VegaLite 5 object>\n",
       "\n",
       "If you see this message, it means the renderer has not been properly enabled\n",
       "for the frontend that you are using. For more information, see\n",
       "https://altair-viz.github.io/user_guide/display_frontends.html#troubleshooting\n"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "recency_plotter = RecencyPlotter(recency_space, context_data=EXECUTOR_DATA)\n",
    "chart = recency_plotter.plot_recency_curve()\n",
    "chart"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "93c93476-cf28-4661-a793-f74d7c21b972",
   "metadata": {},
   "source": [
    "notice the breaks in the score at 4, 10 and 40 years - those are our period times. Titles older than 40 years get `negative_filter` score."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2ec1f453-6ec2-42e8-88b2-1c6692e9d57a",
   "metadata": {},
   "source": [
    "## Run queries"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c86b136f-467a-4618-88b9-cab92b798beb",
   "metadata": {},
   "source": [
    "Let's define a quick util function to present our results in the notebook"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "a3b1a5a9-7b81-4dff-82bb-9cb92abd58e2",
   "metadata": {},
   "outputs": [],
   "source": [
    "def present_result(\n",
    "    result: Result,\n",
    "    cols_to_keep: list[str] = [\"description\", \"title\", \"genres\", \"release_year\", \"id\"],\n",
    ") -> pd.DataFrame:\n",
    "    # parse result to dataframe\n",
    "    df: pd.DataFrame = result.to_pandas()\n",
    "    # transform timestamp back to release year\n",
    "    df[\"release_year\"] = [\n",
    "        datetime.fromtimestamp(timestamp).year for timestamp in df[\"release_timestamp\"]\n",
    "    ]\n",
    "    return df[cols_to_keep]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "65a1932e-4e84-4f84-bcdd-83eba95cb3cc",
   "metadata": {},
   "source": [
    "### Search with user queries"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "de462025-40fb-4371-8160-9a315ab9e872",
   "metadata": {},
   "source": [
    "With the simple query, I can search with my text in all of the fields"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "d2ba2245-1d76-4283-a9f6-58179f5f7f7c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>description</th>\n",
       "      <th>title</th>\n",
       "      <th>genres</th>\n",
       "      <th>release_year</th>\n",
       "      <th>id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>When a group of people meets at the same party, they form four different relationships, each experiencing similar phases of love.</td>\n",
       "      <td>Love, Surreal and Odd</td>\n",
       "      <td>comedy romance</td>\n",
       "      <td>2017</td>\n",
       "      <td>tm313118</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>An LA girl, unlucky in love, falls for an East Coast guy on a dating app and decides to surprise him for the holidays, only to discover that she's been catfished. This lighthearted roman...</td>\n",
       "      <td>Love Hard</td>\n",
       "      <td>romance comedy</td>\n",
       "      <td>2021</td>\n",
       "      <td>tm1093099</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Romantic anthology web series revolving around 12 stories of 12 months of young people on their paths to love.</td>\n",
       "      <td>Love Daily</td>\n",
       "      <td>drama romance</td>\n",
       "      <td>2018</td>\n",
       "      <td>ts90869</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>In this romantic comedy, several friends, each dealing with unhappy love lives, turn to each other for help - but not always with the best results.</td>\n",
       "      <td>F*ck Love Too</td>\n",
       "      <td>comedy romance</td>\n",
       "      <td>2022</td>\n",
       "      <td>tm1203307</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Aspiring pop star Erica ends up as the entertainment at her ex-fiancé’s wedding after reluctantly taking a gig at a luxurious island resort while in the wake of a music career meltdown.</td>\n",
       "      <td>Resort to Love</td>\n",
       "      <td>romance comedy</td>\n",
       "      <td>2021</td>\n",
       "      <td>tm1037704</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>'Love Actually' follows the lives of eight very different couples dealing with their love lives, in various loosely and interrelated tales, all set during a frantic month before Christma...</td>\n",
       "      <td>Love Actually</td>\n",
       "      <td>drama comedy romance</td>\n",
       "      <td>2003</td>\n",
       "      <td>tm133767</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Exploration into the tense relationship of success and romance.</td>\n",
       "      <td>Love or Money</td>\n",
       "      <td>romance</td>\n",
       "      <td>2021</td>\n",
       "      <td>tm997617</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>It tells the love story of two childhood sweethearts that spans 19 years. Chen Xiao Xi is a cute and small girl with a lot of positive energy. She gets to know Jiang Chen, a tall and pro...</td>\n",
       "      <td>A Love So Beautiful</td>\n",
       "      <td>comedy romance</td>\n",
       "      <td>2017</td>\n",
       "      <td>ts77034</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Rebellious Mickey and good-natured Gus navigate the thrills and agonies of modern relationships.</td>\n",
       "      <td>Love</td>\n",
       "      <td>comedy drama romance</td>\n",
       "      <td>2016</td>\n",
       "      <td>ts38511</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>A young woman develops romantic feelings for her best friend, but problems arise when another gal enters the picture.</td>\n",
       "      <td>Must Be... Love</td>\n",
       "      <td>comedy romance</td>\n",
       "      <td>2013</td>\n",
       "      <td>tm188290</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                                                                                                                                     description  \\\n",
       "0                                                              When a group of people meets at the same party, they form four different relationships, each experiencing similar phases of love.   \n",
       "1  An LA girl, unlucky in love, falls for an East Coast guy on a dating app and decides to surprise him for the holidays, only to discover that she's been catfished. This lighthearted roman...   \n",
       "2                                                                                 Romantic anthology web series revolving around 12 stories of 12 months of young people on their paths to love.   \n",
       "3                                            In this romantic comedy, several friends, each dealing with unhappy love lives, turn to each other for help - but not always with the best results.   \n",
       "4      Aspiring pop star Erica ends up as the entertainment at her ex-fiancé’s wedding after reluctantly taking a gig at a luxurious island resort while in the wake of a music career meltdown.   \n",
       "5  'Love Actually' follows the lives of eight very different couples dealing with their love lives, in various loosely and interrelated tales, all set during a frantic month before Christma...   \n",
       "6                                                                                                                                Exploration into the tense relationship of success and romance.   \n",
       "7  It tells the love story of two childhood sweethearts that spans 19 years. Chen Xiao Xi is a cute and small girl with a lot of positive energy. She gets to know Jiang Chen, a tall and pro...   \n",
       "8                                                                                               Rebellious Mickey and good-natured Gus navigate the thrills and agonies of modern relationships.   \n",
       "9                                                                          A young woman develops romantic feelings for her best friend, but problems arise when another gal enters the picture.   \n",
       "\n",
       "                   title                genres  release_year         id  \n",
       "0  Love, Surreal and Odd        comedy romance          2017   tm313118  \n",
       "1              Love Hard        romance comedy          2021  tm1093099  \n",
       "2             Love Daily         drama romance          2018    ts90869  \n",
       "3          F*ck Love Too        comedy romance          2022  tm1203307  \n",
       "4         Resort to Love        romance comedy          2021  tm1037704  \n",
       "5          Love Actually  drama comedy romance          2003   tm133767  \n",
       "6          Love or Money               romance          2021   tm997617  \n",
       "7    A Love So Beautiful        comedy romance          2017    ts77034  \n",
       "8                   Love  comedy drama romance          2016    ts38511  \n",
       "9        Must Be... Love        comedy romance          2013   tm188290  "
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result: Result = app.query(\n",
    "    simple_query,\n",
    "    query_text=\"Heartfelt romantic comedy\",\n",
    "    description_weight=1,\n",
    "    title_weight=1,\n",
    "    genre_weight=1,\n",
    "    recency_weight=0,\n",
    ")\n",
    "\n",
    "present_result(result)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c12fa8c1-c013-44be-a326-a0dffa2e7d22",
   "metadata": {},
   "source": [
    "After looking at the results, I see some titles I have already seen. I can bias towards recent titles by upweighting recency. Weights are normalized to have unit sum, so you don't have to worry about how you set them."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "5941b41e-c2de-40df-b156-eed523b75c69",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>description</th>\n",
       "      <th>title</th>\n",
       "      <th>genres</th>\n",
       "      <th>release_year</th>\n",
       "      <th>id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>In this romantic comedy, several friends, each dealing with unhappy love lives, turn to each other for help - but not always with the best results.</td>\n",
       "      <td>F*ck Love Too</td>\n",
       "      <td>comedy romance</td>\n",
       "      <td>2022</td>\n",
       "      <td>tm1203307</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Fidelity tells a story of marital fidelity, in particular the one of Carlo and Margherita, a young couple who needs to face the deflagrant consequences of an alleged betrayal. Their rela...</td>\n",
       "      <td>Devotion, a Story of Love and Desire</td>\n",
       "      <td>drama romance</td>\n",
       "      <td>2022</td>\n",
       "      <td>ts280892</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>This black humor pan-Arabic anthology series is about love in general – and relationships in particular.</td>\n",
       "      <td>Love, Life &amp; Everything in Between</td>\n",
       "      <td>comedy drama romance</td>\n",
       "      <td>2022</td>\n",
       "      <td>ts329711</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>A relatable romance drama about a couple in their 30s preparing for marriage. While they were expecting a happy ending like something out of a fairy tale, the reality of their preparatio...</td>\n",
       "      <td>Welcome to Wedding Hell</td>\n",
       "      <td>drama romance</td>\n",
       "      <td>2022</td>\n",
       "      <td>ts344043</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>An ad executive and a fashion designer-blogger don't believe in love, so they place a bet to make the other fall head over heels - with unusual tactics.</td>\n",
       "      <td>Love Tactics</td>\n",
       "      <td>comedy romance</td>\n",
       "      <td>2022</td>\n",
       "      <td>tm1152224</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Often (mis)guided by a cheeky imaginary wizard, an awkward and lonely 20-something struggles to get out of his own way in his quest for a girlfriend.</td>\n",
       "      <td>Eternally Confused and Eager for Love</td>\n",
       "      <td>comedy romance</td>\n",
       "      <td>2022</td>\n",
       "      <td>ts330012</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Guille decides it's time to take the next step and that's how she looks to marry her sweetheart, but things get complicated and nothing goes as planned.</td>\n",
       "      <td>Let's Tie the Knot, Honey!</td>\n",
       "      <td>comedy romance</td>\n",
       "      <td>2022</td>\n",
       "      <td>tm1204412</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>A modern love story set in the near future where an AI building is powered by human feelings. Due to a software glitch, it falls in love with a real girl, escapes the building into the b...</td>\n",
       "      <td>AI Love You</td>\n",
       "      <td>scifi comedy romance drama</td>\n",
       "      <td>2022</td>\n",
       "      <td>tm1160424</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>After his ad agency goes bankrupt, an indebted Fırat falls for a singer at a yoga retreat and joins her on a journey of self-realization.</td>\n",
       "      <td>Doom of Love</td>\n",
       "      <td>romance drama</td>\n",
       "      <td>2022</td>\n",
       "      <td>tm1218702</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>A wife who feels suffocated by her husband's incessant attention hires a psychologist to make him fall in love with her so that she can separate from him.</td>\n",
       "      <td>Hey! Sinamika</td>\n",
       "      <td>drama romance</td>\n",
       "      <td>2022</td>\n",
       "      <td>tm1143258</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                                                                                                                                     description  \\\n",
       "0                                            In this romantic comedy, several friends, each dealing with unhappy love lives, turn to each other for help - but not always with the best results.   \n",
       "1  Fidelity tells a story of marital fidelity, in particular the one of Carlo and Margherita, a young couple who needs to face the deflagrant consequences of an alleged betrayal. Their rela...   \n",
       "2                                                                                       This black humor pan-Arabic anthology series is about love in general – and relationships in particular.   \n",
       "3  A relatable romance drama about a couple in their 30s preparing for marriage. While they were expecting a happy ending like something out of a fairy tale, the reality of their preparatio...   \n",
       "4                                       An ad executive and a fashion designer-blogger don't believe in love, so they place a bet to make the other fall head over heels - with unusual tactics.   \n",
       "5                                          Often (mis)guided by a cheeky imaginary wizard, an awkward and lonely 20-something struggles to get out of his own way in his quest for a girlfriend.   \n",
       "6                                       Guille decides it's time to take the next step and that's how she looks to marry her sweetheart, but things get complicated and nothing goes as planned.   \n",
       "7  A modern love story set in the near future where an AI building is powered by human feelings. Due to a software glitch, it falls in love with a real girl, escapes the building into the b...   \n",
       "8                                                      After his ad agency goes bankrupt, an indebted Fırat falls for a singer at a yoga retreat and joins her on a journey of self-realization.   \n",
       "9                                     A wife who feels suffocated by her husband's incessant attention hires a psychologist to make him fall in love with her so that she can separate from him.   \n",
       "\n",
       "                                   title                      genres  \\\n",
       "0                          F*ck Love Too              comedy romance   \n",
       "1   Devotion, a Story of Love and Desire               drama romance   \n",
       "2     Love, Life & Everything in Between        comedy drama romance   \n",
       "3                Welcome to Wedding Hell               drama romance   \n",
       "4                           Love Tactics              comedy romance   \n",
       "5  Eternally Confused and Eager for Love              comedy romance   \n",
       "6             Let's Tie the Knot, Honey!              comedy romance   \n",
       "7                            AI Love You  scifi comedy romance drama   \n",
       "8                           Doom of Love               romance drama   \n",
       "9                          Hey! Sinamika               drama romance   \n",
       "\n",
       "   release_year         id  \n",
       "0          2022  tm1203307  \n",
       "1          2022   ts280892  \n",
       "2          2022   ts329711  \n",
       "3          2022   ts344043  \n",
       "4          2022  tm1152224  \n",
       "5          2022   ts330012  \n",
       "6          2022  tm1204412  \n",
       "7          2022  tm1160424  \n",
       "8          2022  tm1218702  \n",
       "9          2022  tm1143258  "
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result: Result = app.query(\n",
    "    simple_query,\n",
    "    query_text=\"Heartfelt romantic comedy\",\n",
    "    description_weight=1,\n",
    "    title_weight=1,\n",
    "    genre_weight=1,\n",
    "    recency_weight=3,\n",
    ")\n",
    "\n",
    "present_result(result)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f4a22174-d438-4b43-9e86-5fe883f139f8",
   "metadata": {},
   "source": [
    "Still using the simple query, I can give more weight to spaces if I think my query is more related to that space - matches there should count more. Here I give additional weight to the genre, leave the description as is, and downweight the title as my query text is mostly a genre with some additional context. I keep recency with unit weight too, as I would like my results to be a bit biased towards recent movies."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "4f5cfd0d-dfe6-40aa-9688-9e427f4890bf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>description</th>\n",
       "      <th>title</th>\n",
       "      <th>genres</th>\n",
       "      <th>release_year</th>\n",
       "      <th>id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>In this romantic comedy, several friends, each dealing with unhappy love lives, turn to each other for help - but not always with the best results.</td>\n",
       "      <td>F*ck Love Too</td>\n",
       "      <td>comedy romance</td>\n",
       "      <td>2022</td>\n",
       "      <td>tm1203307</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>An LA girl, unlucky in love, falls for an East Coast guy on a dating app and decides to surprise him for the holidays, only to discover that she's been catfished. This lighthearted roman...</td>\n",
       "      <td>Love Hard</td>\n",
       "      <td>romance comedy</td>\n",
       "      <td>2021</td>\n",
       "      <td>tm1093099</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>A relatable romance drama about a couple in their 30s preparing for marriage. While they were expecting a happy ending like something out of a fairy tale, the reality of their preparatio...</td>\n",
       "      <td>Welcome to Wedding Hell</td>\n",
       "      <td>drama romance</td>\n",
       "      <td>2022</td>\n",
       "      <td>ts344043</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>This black humor pan-Arabic anthology series is about love in general – and relationships in particular.</td>\n",
       "      <td>Love, Life &amp; Everything in Between</td>\n",
       "      <td>comedy drama romance</td>\n",
       "      <td>2022</td>\n",
       "      <td>ts329711</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>In this rom-com challenging the concept of soulmates, parallel storylines portray four single friends as they pair up in different couple combinations.</td>\n",
       "      <td>Four to Dinner</td>\n",
       "      <td>comedy romance</td>\n",
       "      <td>2022</td>\n",
       "      <td>tm1137862</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Guille decides it's time to take the next step and that's how she looks to marry her sweetheart, but things get complicated and nothing goes as planned.</td>\n",
       "      <td>Let's Tie the Knot, Honey!</td>\n",
       "      <td>comedy romance</td>\n",
       "      <td>2022</td>\n",
       "      <td>tm1204412</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Short films follow young adults as they navigate the gamut of emotions that come with finding romantic connection in unexpected places.</td>\n",
       "      <td>Feels Like Ishq</td>\n",
       "      <td>drama romance comedy</td>\n",
       "      <td>2021</td>\n",
       "      <td>ts283610</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>An ad executive and a fashion designer-blogger don't believe in love, so they place a bet to make the other fall head over heels - with unusual tactics.</td>\n",
       "      <td>Love Tactics</td>\n",
       "      <td>comedy romance</td>\n",
       "      <td>2022</td>\n",
       "      <td>tm1152224</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Incurable romantic Lotte's life is upended when her plans for a picture-perfect wedding unravel--just as her self-absorbed sister gets engaged.</td>\n",
       "      <td>Just Say Yes</td>\n",
       "      <td>comedy romance</td>\n",
       "      <td>2021</td>\n",
       "      <td>tm904862</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>In pursuit of both success and validation, a group of tech-savvy individuals juggle intimate encounters, first impressions and romantic opportunities.</td>\n",
       "      <td>Slay</td>\n",
       "      <td>romance comedy</td>\n",
       "      <td>2021</td>\n",
       "      <td>tm1038025</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                                                                                                                                     description  \\\n",
       "0                                            In this romantic comedy, several friends, each dealing with unhappy love lives, turn to each other for help - but not always with the best results.   \n",
       "1  An LA girl, unlucky in love, falls for an East Coast guy on a dating app and decides to surprise him for the holidays, only to discover that she's been catfished. This lighthearted roman...   \n",
       "2  A relatable romance drama about a couple in their 30s preparing for marriage. While they were expecting a happy ending like something out of a fairy tale, the reality of their preparatio...   \n",
       "3                                                                                       This black humor pan-Arabic anthology series is about love in general – and relationships in particular.   \n",
       "4                                        In this rom-com challenging the concept of soulmates, parallel storylines portray four single friends as they pair up in different couple combinations.   \n",
       "5                                       Guille decides it's time to take the next step and that's how she looks to marry her sweetheart, but things get complicated and nothing goes as planned.   \n",
       "6                                                        Short films follow young adults as they navigate the gamut of emotions that come with finding romantic connection in unexpected places.   \n",
       "7                                       An ad executive and a fashion designer-blogger don't believe in love, so they place a bet to make the other fall head over heels - with unusual tactics.   \n",
       "8                                                Incurable romantic Lotte's life is upended when her plans for a picture-perfect wedding unravel--just as her self-absorbed sister gets engaged.   \n",
       "9                                         In pursuit of both success and validation, a group of tech-savvy individuals juggle intimate encounters, first impressions and romantic opportunities.   \n",
       "\n",
       "                                title                genres  release_year  \\\n",
       "0                       F*ck Love Too        comedy romance          2022   \n",
       "1                           Love Hard        romance comedy          2021   \n",
       "2             Welcome to Wedding Hell         drama romance          2022   \n",
       "3  Love, Life & Everything in Between  comedy drama romance          2022   \n",
       "4                      Four to Dinner        comedy romance          2022   \n",
       "5          Let's Tie the Knot, Honey!        comedy romance          2022   \n",
       "6                     Feels Like Ishq  drama romance comedy          2021   \n",
       "7                        Love Tactics        comedy romance          2022   \n",
       "8                        Just Say Yes        comedy romance          2021   \n",
       "9                                Slay        romance comedy          2021   \n",
       "\n",
       "          id  \n",
       "0  tm1203307  \n",
       "1  tm1093099  \n",
       "2   ts344043  \n",
       "3   ts329711  \n",
       "4  tm1137862  \n",
       "5  tm1204412  \n",
       "6   ts283610  \n",
       "7  tm1152224  \n",
       "8   tm904862  \n",
       "9  tm1038025  "
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result = app.query(\n",
    "    simple_query,\n",
    "    query_text=\"Heartfelt romantic comedy\",\n",
    "    description_weight=1,\n",
    "    title_weight=0.1,\n",
    "    genre_weight=2,\n",
    "    recency_weight=1,\n",
    ")\n",
    "\n",
    "present_result(result)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7f213c52-900a-4a1b-9e02-9d681df7735b",
   "metadata": {},
   "source": [
    "With the advanced query, I can even supply different search terms for each attribute of the movie."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "1734d57b-5dbc-4c4c-a777-8be6717c3e6b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>description</th>\n",
       "      <th>title</th>\n",
       "      <th>genres</th>\n",
       "      <th>release_year</th>\n",
       "      <th>id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>'Love Actually' follows the lives of eight very different couples dealing with their love lives, in various loosely and interrelated tales, all set during a frantic month before Christma...</td>\n",
       "      <td>Love Actually</td>\n",
       "      <td>drama comedy romance</td>\n",
       "      <td>2003</td>\n",
       "      <td>tm133767</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Rebellious Mickey and good-natured Gus navigate the thrills and agonies of modern relationships.</td>\n",
       "      <td>Love</td>\n",
       "      <td>comedy drama romance</td>\n",
       "      <td>2016</td>\n",
       "      <td>ts38511</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>An LA girl, unlucky in love, falls for an East Coast guy on a dating app and decides to surprise him for the holidays, only to discover that she's been catfished. This lighthearted roman...</td>\n",
       "      <td>Love Hard</td>\n",
       "      <td>romance comedy</td>\n",
       "      <td>2021</td>\n",
       "      <td>tm1093099</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>A rising black painter tries to break into a competitive art world while balancing an unexpected romance with an ambitious law student.</td>\n",
       "      <td>Really Love</td>\n",
       "      <td>romance drama</td>\n",
       "      <td>2020</td>\n",
       "      <td>tm946360</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Romantic anthology web series revolving around 12 stories of 12 months of young people on their paths to love.</td>\n",
       "      <td>Love Daily</td>\n",
       "      <td>drama romance</td>\n",
       "      <td>2018</td>\n",
       "      <td>ts90869</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Adam and Marklin’s 5-year relationship has gone from a passionate flame to a simmer, forcing them to reconcile with each other’s shortcomings while their friends endlessly search for lov...</td>\n",
       "      <td>Almost Love</td>\n",
       "      <td>comedy drama romance</td>\n",
       "      <td>2019</td>\n",
       "      <td>tm472195</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Love is as tough as it is sweet for a lovestruck teenager, whose relationship with her next-door neighbor transforms as they grow into adulthood.</td>\n",
       "      <td>A Love So Beautiful</td>\n",
       "      <td>comedy drama</td>\n",
       "      <td>2020</td>\n",
       "      <td>ts357033</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Near by Christmas, in an old and charming town in Transylvania, Sebastian and Aprilia start a beautiful love story. However, nothing is as simple as it would seem. Being influenced by th...</td>\n",
       "      <td>Love Is a Story</td>\n",
       "      <td>romance european comedy</td>\n",
       "      <td>2015</td>\n",
       "      <td>tm368725</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>This black humor pan-Arabic anthology series is about love in general – and relationships in particular.</td>\n",
       "      <td>Love, Life &amp; Everything in Between</td>\n",
       "      <td>comedy drama romance</td>\n",
       "      <td>2022</td>\n",
       "      <td>ts329711</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Laida Magtalas is a modern-day Belle who works hard to provide for her family while hoping that someday she will meet her prince charming and that they will live happily ever after toget...</td>\n",
       "      <td>A Very Special Love</td>\n",
       "      <td>comedy drama romance</td>\n",
       "      <td>2008</td>\n",
       "      <td>tm28024</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                                                                                                                                     description  \\\n",
       "0  'Love Actually' follows the lives of eight very different couples dealing with their love lives, in various loosely and interrelated tales, all set during a frantic month before Christma...   \n",
       "1                                                                                               Rebellious Mickey and good-natured Gus navigate the thrills and agonies of modern relationships.   \n",
       "2  An LA girl, unlucky in love, falls for an East Coast guy on a dating app and decides to surprise him for the holidays, only to discover that she's been catfished. This lighthearted roman...   \n",
       "3                                                        A rising black painter tries to break into a competitive art world while balancing an unexpected romance with an ambitious law student.   \n",
       "4                                                                                 Romantic anthology web series revolving around 12 stories of 12 months of young people on their paths to love.   \n",
       "5  Adam and Marklin’s 5-year relationship has gone from a passionate flame to a simmer, forcing them to reconcile with each other’s shortcomings while their friends endlessly search for lov...   \n",
       "6                                              Love is as tough as it is sweet for a lovestruck teenager, whose relationship with her next-door neighbor transforms as they grow into adulthood.   \n",
       "7  Near by Christmas, in an old and charming town in Transylvania, Sebastian and Aprilia start a beautiful love story. However, nothing is as simple as it would seem. Being influenced by th...   \n",
       "8                                                                                       This black humor pan-Arabic anthology series is about love in general – and relationships in particular.   \n",
       "9  Laida Magtalas is a modern-day Belle who works hard to provide for her family while hoping that someday she will meet her prince charming and that they will live happily ever after toget...   \n",
       "\n",
       "                                title                   genres  release_year  \\\n",
       "0                       Love Actually     drama comedy romance          2003   \n",
       "1                                Love     comedy drama romance          2016   \n",
       "2                           Love Hard           romance comedy          2021   \n",
       "3                         Really Love            romance drama          2020   \n",
       "4                          Love Daily            drama romance          2018   \n",
       "5                         Almost Love     comedy drama romance          2019   \n",
       "6                 A Love So Beautiful             comedy drama          2020   \n",
       "7                     Love Is a Story  romance european comedy          2015   \n",
       "8  Love, Life & Everything in Between     comedy drama romance          2022   \n",
       "9                 A Very Special Love     comedy drama romance          2008   \n",
       "\n",
       "          id  \n",
       "0   tm133767  \n",
       "1    ts38511  \n",
       "2  tm1093099  \n",
       "3   tm946360  \n",
       "4    ts90869  \n",
       "5   tm472195  \n",
       "6   ts357033  \n",
       "7   tm368725  \n",
       "8   ts329711  \n",
       "9    tm28024  "
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result = app.query(\n",
    "    advanced_query,\n",
    "    description_query_text=\"Heartfelt lovely romantic comedy for a cold autumn evening.\",\n",
    "    title_query_text=\"love\",\n",
    "    genre_query_text=\"drama comedy romantic\",\n",
    "    description_weight=1,\n",
    "    title_weight=1,\n",
    "    genre_weight=1,\n",
    "    recency_weight=0,\n",
    ")\n",
    "\n",
    "present_result(result)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c37b470e-760c-41c2-bcea-416f77898087",
   "metadata": {},
   "source": [
    "And even give different weights to each subsearch if I really do care that the title is related to love but I am not really emotionally attached to my description of the movie I would want to see."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "e2982995-08f7-4ac9-8398-925d8227591b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>description</th>\n",
       "      <th>title</th>\n",
       "      <th>genres</th>\n",
       "      <th>release_year</th>\n",
       "      <th>id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Rebellious Mickey and good-natured Gus navigate the thrills and agonies of modern relationships.</td>\n",
       "      <td>Love</td>\n",
       "      <td>comedy drama romance</td>\n",
       "      <td>2016</td>\n",
       "      <td>ts38511</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>The story of a family and the various situations navigated by a husband and wife.</td>\n",
       "      <td>Love</td>\n",
       "      <td>thriller drama</td>\n",
       "      <td>2020</td>\n",
       "      <td>tm946277</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>'Love Actually' follows the lives of eight very different couples dealing with their love lives, in various loosely and interrelated tales, all set during a frantic month before Christma...</td>\n",
       "      <td>Love Actually</td>\n",
       "      <td>drama comedy romance</td>\n",
       "      <td>2003</td>\n",
       "      <td>tm133767</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>A rising black painter tries to break into a competitive art world while balancing an unexpected romance with an ambitious law student.</td>\n",
       "      <td>Really Love</td>\n",
       "      <td>romance drama</td>\n",
       "      <td>2020</td>\n",
       "      <td>tm946360</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Adam and Marklin’s 5-year relationship has gone from a passionate flame to a simmer, forcing them to reconcile with each other’s shortcomings while their friends endlessly search for lov...</td>\n",
       "      <td>Almost Love</td>\n",
       "      <td>comedy drama romance</td>\n",
       "      <td>2019</td>\n",
       "      <td>tm472195</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>The story of Richard and Mildred Loving, an interracial couple, whose challenge of their anti-miscegenation arrest for their marriage in Virginia led to a legal battle that would end at ...</td>\n",
       "      <td>Loving</td>\n",
       "      <td>drama romance</td>\n",
       "      <td>2016</td>\n",
       "      <td>tm219233</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>An LA girl, unlucky in love, falls for an East Coast guy on a dating app and decides to surprise him for the holidays, only to discover that she's been catfished. This lighthearted roman...</td>\n",
       "      <td>Love Hard</td>\n",
       "      <td>romance comedy</td>\n",
       "      <td>2021</td>\n",
       "      <td>tm1093099</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>In order to receive a bone marrow transplant quicker and be able to continue her career as an actress, Xia Lin enters into a secret marriage with Ling Yi Zhou, the CEO of a company. Desp...</td>\n",
       "      <td>Well-Intended Love</td>\n",
       "      <td>drama romance</td>\n",
       "      <td>2019</td>\n",
       "      <td>ts88133</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>It tells the love story of two childhood sweethearts that spans 19 years. Chen Xiao Xi is a cute and small girl with a lot of positive energy. She gets to know Jiang Chen, a tall and pro...</td>\n",
       "      <td>A Love So Beautiful</td>\n",
       "      <td>comedy romance</td>\n",
       "      <td>2017</td>\n",
       "      <td>ts77034</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Love is as tough as it is sweet for a lovestruck teenager, whose relationship with her next-door neighbor transforms as they grow into adulthood.</td>\n",
       "      <td>A Love So Beautiful</td>\n",
       "      <td>comedy drama</td>\n",
       "      <td>2020</td>\n",
       "      <td>ts357033</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                                                                                                                                     description  \\\n",
       "0                                                                                               Rebellious Mickey and good-natured Gus navigate the thrills and agonies of modern relationships.   \n",
       "1                                                                                                              The story of a family and the various situations navigated by a husband and wife.   \n",
       "2  'Love Actually' follows the lives of eight very different couples dealing with their love lives, in various loosely and interrelated tales, all set during a frantic month before Christma...   \n",
       "3                                                        A rising black painter tries to break into a competitive art world while balancing an unexpected romance with an ambitious law student.   \n",
       "4  Adam and Marklin’s 5-year relationship has gone from a passionate flame to a simmer, forcing them to reconcile with each other’s shortcomings while their friends endlessly search for lov...   \n",
       "5  The story of Richard and Mildred Loving, an interracial couple, whose challenge of their anti-miscegenation arrest for their marriage in Virginia led to a legal battle that would end at ...   \n",
       "6  An LA girl, unlucky in love, falls for an East Coast guy on a dating app and decides to surprise him for the holidays, only to discover that she's been catfished. This lighthearted roman...   \n",
       "7  In order to receive a bone marrow transplant quicker and be able to continue her career as an actress, Xia Lin enters into a secret marriage with Ling Yi Zhou, the CEO of a company. Desp...   \n",
       "8  It tells the love story of two childhood sweethearts that spans 19 years. Chen Xiao Xi is a cute and small girl with a lot of positive energy. She gets to know Jiang Chen, a tall and pro...   \n",
       "9                                              Love is as tough as it is sweet for a lovestruck teenager, whose relationship with her next-door neighbor transforms as they grow into adulthood.   \n",
       "\n",
       "                 title                genres  release_year         id  \n",
       "0                 Love  comedy drama romance          2016    ts38511  \n",
       "1                 Love        thriller drama          2020   tm946277  \n",
       "2        Love Actually  drama comedy romance          2003   tm133767  \n",
       "3          Really Love         romance drama          2020   tm946360  \n",
       "4          Almost Love  comedy drama romance          2019   tm472195  \n",
       "5               Loving         drama romance          2016   tm219233  \n",
       "6            Love Hard        romance comedy          2021  tm1093099  \n",
       "7   Well-Intended Love         drama romance          2019    ts88133  \n",
       "8  A Love So Beautiful        comedy romance          2017    ts77034  \n",
       "9  A Love So Beautiful          comedy drama          2020   ts357033  "
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result = app.query(\n",
    "    advanced_query,\n",
    "    description_query_text=\"Heartfelt lovely romantic comedy for a cold autumn evening.\",\n",
    "    title_query_text=\"love\",\n",
    "    genre_query_text=\"drama comedy romantic\",\n",
    "    description_weight=0.2,\n",
    "    title_weight=3,\n",
    "    genre_weight=1,\n",
    "    recency_weight=0,\n",
    ")\n",
    "\n",
    "present_result(result)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cb343f08-4c5b-4dee-a41f-0944f81aeddd",
   "metadata": {},
   "source": [
    "Then I can bias again towards recent movies"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "852cdad9-c8aa-4f0c-84e5-b39975d654d6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>description</th>\n",
       "      <th>title</th>\n",
       "      <th>genres</th>\n",
       "      <th>release_year</th>\n",
       "      <th>id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>After his ad agency goes bankrupt, an indebted Fırat falls for a singer at a yoga retreat and joins her on a journey of self-realization.</td>\n",
       "      <td>Doom of Love</td>\n",
       "      <td>romance drama</td>\n",
       "      <td>2022</td>\n",
       "      <td>tm1218702</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>An ad executive and a fashion designer-blogger don't believe in love, so they place a bet to make the other fall head over heels - with unusual tactics.</td>\n",
       "      <td>Love Tactics</td>\n",
       "      <td>comedy romance</td>\n",
       "      <td>2022</td>\n",
       "      <td>tm1152224</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Fidelity tells a story of marital fidelity, in particular the one of Carlo and Margherita, a young couple who needs to face the deflagrant consequences of an alleged betrayal. Their rela...</td>\n",
       "      <td>Devotion, a Story of Love and Desire</td>\n",
       "      <td>drama romance</td>\n",
       "      <td>2022</td>\n",
       "      <td>ts280892</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>This black humor pan-Arabic anthology series is about love in general – and relationships in particular.</td>\n",
       "      <td>Love, Life &amp; Everything in Between</td>\n",
       "      <td>comedy drama romance</td>\n",
       "      <td>2022</td>\n",
       "      <td>ts329711</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>A modern love story set in the near future where an AI building is powered by human feelings. Due to a software glitch, it falls in love with a real girl, escapes the building into the b...</td>\n",
       "      <td>AI Love You</td>\n",
       "      <td>scifi comedy romance drama</td>\n",
       "      <td>2022</td>\n",
       "      <td>tm1160424</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Often (mis)guided by a cheeky imaginary wizard, an awkward and lonely 20-something struggles to get out of his own way in his quest for a girlfriend.</td>\n",
       "      <td>Eternally Confused and Eager for Love</td>\n",
       "      <td>comedy romance</td>\n",
       "      <td>2022</td>\n",
       "      <td>ts330012</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>An LA girl, unlucky in love, falls for an East Coast guy on a dating app and decides to surprise him for the holidays, only to discover that she's been catfished. This lighthearted roman...</td>\n",
       "      <td>Love Hard</td>\n",
       "      <td>romance comedy</td>\n",
       "      <td>2021</td>\n",
       "      <td>tm1093099</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Haruto Asakura falls in love with hairdresser Misaki Ariake and asks her out. Watching Misaki Ariake work hard to achieve what she wants, Haruto Asakura, who almost gave up his dream to ...</td>\n",
       "      <td>Love Like the Falling Petals</td>\n",
       "      <td>drama romance</td>\n",
       "      <td>2022</td>\n",
       "      <td>tm1119015</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Inside a national weather service, love proves just as difficult to predict as rain or shine for a diligent forecaster and her free-spirited co-worker.</td>\n",
       "      <td>Forecasting Love and Weather</td>\n",
       "      <td>drama romance</td>\n",
       "      <td>2022</td>\n",
       "      <td>ts319412</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>In this romantic comedy, several friends, each dealing with unhappy love lives, turn to each other for help - but not always with the best results.</td>\n",
       "      <td>F*ck Love Too</td>\n",
       "      <td>comedy romance</td>\n",
       "      <td>2022</td>\n",
       "      <td>tm1203307</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                                                                                                                                     description  \\\n",
       "0                                                      After his ad agency goes bankrupt, an indebted Fırat falls for a singer at a yoga retreat and joins her on a journey of self-realization.   \n",
       "1                                       An ad executive and a fashion designer-blogger don't believe in love, so they place a bet to make the other fall head over heels - with unusual tactics.   \n",
       "2  Fidelity tells a story of marital fidelity, in particular the one of Carlo and Margherita, a young couple who needs to face the deflagrant consequences of an alleged betrayal. Their rela...   \n",
       "3                                                                                       This black humor pan-Arabic anthology series is about love in general – and relationships in particular.   \n",
       "4  A modern love story set in the near future where an AI building is powered by human feelings. Due to a software glitch, it falls in love with a real girl, escapes the building into the b...   \n",
       "5                                          Often (mis)guided by a cheeky imaginary wizard, an awkward and lonely 20-something struggles to get out of his own way in his quest for a girlfriend.   \n",
       "6  An LA girl, unlucky in love, falls for an East Coast guy on a dating app and decides to surprise him for the holidays, only to discover that she's been catfished. This lighthearted roman...   \n",
       "7  Haruto Asakura falls in love with hairdresser Misaki Ariake and asks her out. Watching Misaki Ariake work hard to achieve what she wants, Haruto Asakura, who almost gave up his dream to ...   \n",
       "8                                        Inside a national weather service, love proves just as difficult to predict as rain or shine for a diligent forecaster and her free-spirited co-worker.   \n",
       "9                                            In this romantic comedy, several friends, each dealing with unhappy love lives, turn to each other for help - but not always with the best results.   \n",
       "\n",
       "                                   title                      genres  \\\n",
       "0                           Doom of Love               romance drama   \n",
       "1                           Love Tactics              comedy romance   \n",
       "2   Devotion, a Story of Love and Desire               drama romance   \n",
       "3     Love, Life & Everything in Between        comedy drama romance   \n",
       "4                            AI Love You  scifi comedy romance drama   \n",
       "5  Eternally Confused and Eager for Love              comedy romance   \n",
       "6                              Love Hard              romance comedy   \n",
       "7           Love Like the Falling Petals               drama romance   \n",
       "8           Forecasting Love and Weather               drama romance   \n",
       "9                          F*ck Love Too              comedy romance   \n",
       "\n",
       "   release_year         id  \n",
       "0          2022  tm1218702  \n",
       "1          2022  tm1152224  \n",
       "2          2022   ts280892  \n",
       "3          2022   ts329711  \n",
       "4          2022  tm1160424  \n",
       "5          2022   ts330012  \n",
       "6          2021  tm1093099  \n",
       "7          2022  tm1119015  \n",
       "8          2022   ts319412  \n",
       "9          2022  tm1203307  "
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result = app.query(\n",
    "    advanced_query,\n",
    "    description_query_text=\"Heartfelt lovely romantic comedy for a cold autumn evening.\",\n",
    "    title_query_text=\"love\",\n",
    "    genre_query_text=\"drama comedy romantic\",\n",
    "    description_weight=0.2,\n",
    "    title_weight=3,\n",
    "    genre_weight=1,\n",
    "    recency_weight=5,\n",
    ")\n",
    "\n",
    "present_result(result)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "04219f19-6857-4822-bf61-32f3893df736",
   "metadata": {},
   "source": [
    "Or maybe to older ones"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "7033a82a-5f04-4c7b-aa7c-e3122d8c7709",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>description</th>\n",
       "      <th>title</th>\n",
       "      <th>genres</th>\n",
       "      <th>release_year</th>\n",
       "      <th>id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Two young kids fall in love with each other. But the passion is too consuming for the parents of Jade. The parents try to stop them from seeing each other. But when this doesn't work, Da...</td>\n",
       "      <td>Endless Love</td>\n",
       "      <td>romance drama</td>\n",
       "      <td>1981</td>\n",
       "      <td>tm130586</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Anil, a street singer, is humiliated and driven out of Bombay along with his mother. However, he soon becomes a famous performer but the enemies from his past try to destroy his hard-ear...</td>\n",
       "      <td>Disco Dancer</td>\n",
       "      <td>drama romance</td>\n",
       "      <td>1982</td>\n",
       "      <td>tm52815</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>An honest man dreams of a better life for his family, but a childhood friend leads him into a world of crime that keeps happiness just out of reach.</td>\n",
       "      <td>Ujala</td>\n",
       "      <td>romance crime drama</td>\n",
       "      <td>1959</td>\n",
       "      <td>tm358653</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Two talented song-and-dance men team up after the war to become one of the hottest acts in show business. In time they befriend and become romantically involved with the beautiful Haynes...</td>\n",
       "      <td>White Christmas</td>\n",
       "      <td>romance comedy</td>\n",
       "      <td>1954</td>\n",
       "      <td>tm16479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Brian Cohen is an average young Jewish man, but through a series of ridiculous events, he gains a reputation as the Messiah. When he's not dodging his followers or being scolded by his s...</td>\n",
       "      <td>Life of Brian</td>\n",
       "      <td>comedy</td>\n",
       "      <td>1979</td>\n",
       "      <td>tm70993</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Geeky student Arnie Cunningham falls for Christine, a rusty 1958 Plymouth Fury, and becomes obsessed with restoring the classic automobile to her former glory. As the car changes, so doe...</td>\n",
       "      <td>Christine</td>\n",
       "      <td>horror thriller european</td>\n",
       "      <td>1983</td>\n",
       "      <td>tm54450</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Maharaj Brajbhan lives a wealthy lifestyle in Bharatpur, India along with his wife, Badi Rani, but have been unable to conceive for Bharatpur, and have no choice but to leave it's reigns...</td>\n",
       "      <td>Bandie</td>\n",
       "      <td>drama action romance</td>\n",
       "      <td>1978</td>\n",
       "      <td>tm16812</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Two small children and a ship's cook survive a shipwreck and find safety on an idyllic tropical island. Soon, however, the cook dies and the young boy and girl are left on their own. Day...</td>\n",
       "      <td>The Blue Lagoon</td>\n",
       "      <td>romance action drama</td>\n",
       "      <td>1980</td>\n",
       "      <td>tm98978</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>In the 1930s, bored waitress Bonnie Parker falls in love with an ex-con named Clyde Barrow and together they start a violent crime spree through the country, stealing cars and robbing ba...</td>\n",
       "      <td>Bonnie and Clyde</td>\n",
       "      <td>crime drama action</td>\n",
       "      <td>1967</td>\n",
       "      <td>tm119281</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Ragab, a poor sailor, returns home to Alexandria after three years of absence, during which he tried to save money to marry his one true love, Hamedah. But there's trouble on the harbor,...</td>\n",
       "      <td>Dark Waters</td>\n",
       "      <td>action drama romance thriller</td>\n",
       "      <td>1956</td>\n",
       "      <td>tm204541</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                                                                                                                                     description  \\\n",
       "0  Two young kids fall in love with each other. But the passion is too consuming for the parents of Jade. The parents try to stop them from seeing each other. But when this doesn't work, Da...   \n",
       "1  Anil, a street singer, is humiliated and driven out of Bombay along with his mother. However, he soon becomes a famous performer but the enemies from his past try to destroy his hard-ear...   \n",
       "2                                           An honest man dreams of a better life for his family, but a childhood friend leads him into a world of crime that keeps happiness just out of reach.   \n",
       "3  Two talented song-and-dance men team up after the war to become one of the hottest acts in show business. In time they befriend and become romantically involved with the beautiful Haynes...   \n",
       "4  Brian Cohen is an average young Jewish man, but through a series of ridiculous events, he gains a reputation as the Messiah. When he's not dodging his followers or being scolded by his s...   \n",
       "5  Geeky student Arnie Cunningham falls for Christine, a rusty 1958 Plymouth Fury, and becomes obsessed with restoring the classic automobile to her former glory. As the car changes, so doe...   \n",
       "6  Maharaj Brajbhan lives a wealthy lifestyle in Bharatpur, India along with his wife, Badi Rani, but have been unable to conceive for Bharatpur, and have no choice but to leave it's reigns...   \n",
       "7  Two small children and a ship's cook survive a shipwreck and find safety on an idyllic tropical island. Soon, however, the cook dies and the young boy and girl are left on their own. Day...   \n",
       "8  In the 1930s, bored waitress Bonnie Parker falls in love with an ex-con named Clyde Barrow and together they start a violent crime spree through the country, stealing cars and robbing ba...   \n",
       "9  Ragab, a poor sailor, returns home to Alexandria after three years of absence, during which he tried to save money to marry his one true love, Hamedah. But there's trouble on the harbor,...   \n",
       "\n",
       "              title                         genres  release_year        id  \n",
       "0      Endless Love                  romance drama          1981  tm130586  \n",
       "1      Disco Dancer                  drama romance          1982   tm52815  \n",
       "2             Ujala            romance crime drama          1959  tm358653  \n",
       "3   White Christmas                 romance comedy          1954   tm16479  \n",
       "4     Life of Brian                         comedy          1979   tm70993  \n",
       "5         Christine       horror thriller european          1983   tm54450  \n",
       "6            Bandie           drama action romance          1978   tm16812  \n",
       "7   The Blue Lagoon           romance action drama          1980   tm98978  \n",
       "8  Bonnie and Clyde             crime drama action          1967  tm119281  \n",
       "9       Dark Waters  action drama romance thriller          1956  tm204541  "
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result = app.query(\n",
    "    advanced_query,\n",
    "    description_query_text=\"Heartfelt lovely romantic comedy for a cold autumn evening.\",\n",
    "    title_query_text=\"love\",\n",
    "    genre_query_text=\"drama comedy romantic\",\n",
    "    description_weight=0.2,\n",
    "    title_weight=3,\n",
    "    genre_weight=1,\n",
    "    recency_weight=-10,\n",
    ")\n",
    "\n",
    "present_result(result)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9a922c32-891a-4826-ab0e-fc5f091e4791",
   "metadata": {},
   "source": [
    "notice that every movie before 1984 has the same recency score as our largest period time is 40 years."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6c86e22d-77d0-41a8-bc94-526bf341622a",
   "metadata": {},
   "source": [
    "### Search with a movie and queries\n",
    "\n",
    "Now I found a movie in the last result set that I have already seen but I would love something similar. White Christmas (1954) is a story about people forming a rock-band and of course there is some love along the way. It has the id \"tm16479\".\n",
    "\n",
    "I can query my dataset using this movie, too! Let's adjust the defined query first:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "bd21e6cf-c901-469c-a59f-7aa0905e8157",
   "metadata": {},
   "outputs": [],
   "source": [
    "with_movie_query = advanced_query.with_vector(movie, Param(\"movie_id\"))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5ec8badd-1082-4512-8953-c2c6e187f653",
   "metadata": {},
   "source": [
    "with this modification, I can add a movie from the dataset to the search.\n",
    "\n",
    "Let's first just focus on movies with similar descriptions. The first result will of course be the movie we are searching with."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "c957320a-9ab2-4377-b14b-48d6e7e564b6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>description</th>\n",
       "      <th>title</th>\n",
       "      <th>genres</th>\n",
       "      <th>release_year</th>\n",
       "      <th>id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Two talented song-and-dance men team up after the war to become one of the hottest acts in show business. In time they befriend and become romantically involved with the beautiful Haynes...</td>\n",
       "      <td>White Christmas</td>\n",
       "      <td>romance comedy</td>\n",
       "      <td>1954</td>\n",
       "      <td>tm16479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>A visionary, innovator, and originator who defied categorization and embodied the word cool—a foray into the life and career of musical and cultural icon Miles Davis.</td>\n",
       "      <td>Miles Davis: Birth of the Cool</td>\n",
       "      <td>documentation music</td>\n",
       "      <td>2019</td>\n",
       "      <td>tm446625</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>A loud poem. A whimsical western tale of music and love.</td>\n",
       "      <td>Paradox</td>\n",
       "      <td>western fantasy music</td>\n",
       "      <td>2018</td>\n",
       "      <td>tm370440</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Sing along and dance with Bailey, Franny, Kip, Lulu and Tilly in this collection of music videos that will get you in the mood to move and groove!</td>\n",
       "      <td>Word Party Songs</td>\n",
       "      <td>animation family</td>\n",
       "      <td>2020</td>\n",
       "      <td>ts251607</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>On a bet, a gridiron hero at John Hughes High School sets out to turn a bespectacled plain Jane into a beautiful and popular prom queen in this outrageous send-up of the teen movies of t...</td>\n",
       "      <td>Not Another Teen Movie</td>\n",
       "      <td>comedy</td>\n",
       "      <td>2001</td>\n",
       "      <td>tm58382</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Comedies Honest, introspective comic Simon Amstell digs deep and delivers a uniquely vulnerable stand-up set on love, ego, intimacy and ayahuasca.</td>\n",
       "      <td>Simon Amstell: Set Free</td>\n",
       "      <td>comedy</td>\n",
       "      <td>2019</td>\n",
       "      <td>tm825952</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>An amalgamation of four different love stories: Seenayya and Suvarna, a middle-class couple in a small town; Gautham, an uber-cool youngster romancing in the streets of Paris with his gi...</td>\n",
       "      <td>World Famous Lover</td>\n",
       "      <td>romance drama</td>\n",
       "      <td>2020</td>\n",
       "      <td>tm848443</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Ronny Chieng (\"The Daily Show,\" \"Crazy Rich Asians\") takes center stage in this stand-up special and riffs on modern American life and more.</td>\n",
       "      <td>Ronny Chieng: Asian Comedian Destroys America!</td>\n",
       "      <td>comedy</td>\n",
       "      <td>2019</td>\n",
       "      <td>tm844662</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>A music-loving kinkajou named Vivo embarks on the journey of a lifetime to fulfill his destiny and deliver a love song for an old friend.</td>\n",
       "      <td>Vivo</td>\n",
       "      <td>family comedy animation drama</td>\n",
       "      <td>2021</td>\n",
       "      <td>tm314863</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Exploration into the tense relationship of success and romance.</td>\n",
       "      <td>Love or Money</td>\n",
       "      <td>romance</td>\n",
       "      <td>2021</td>\n",
       "      <td>tm997617</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                                                                                                                                     description  \\\n",
       "0  Two talented song-and-dance men team up after the war to become one of the hottest acts in show business. In time they befriend and become romantically involved with the beautiful Haynes...   \n",
       "1                         A visionary, innovator, and originator who defied categorization and embodied the word cool—a foray into the life and career of musical and cultural icon Miles Davis.   \n",
       "2                                                                                                                                       A loud poem. A whimsical western tale of music and love.   \n",
       "3                                             Sing along and dance with Bailey, Franny, Kip, Lulu and Tilly in this collection of music videos that will get you in the mood to move and groove!   \n",
       "4  On a bet, a gridiron hero at John Hughes High School sets out to turn a bespectacled plain Jane into a beautiful and popular prom queen in this outrageous send-up of the teen movies of t...   \n",
       "5                                             Comedies Honest, introspective comic Simon Amstell digs deep and delivers a uniquely vulnerable stand-up set on love, ego, intimacy and ayahuasca.   \n",
       "6  An amalgamation of four different love stories: Seenayya and Suvarna, a middle-class couple in a small town; Gautham, an uber-cool youngster romancing in the streets of Paris with his gi...   \n",
       "7                                                   Ronny Chieng (\"The Daily Show,\" \"Crazy Rich Asians\") takes center stage in this stand-up special and riffs on modern American life and more.   \n",
       "8                                                      A music-loving kinkajou named Vivo embarks on the journey of a lifetime to fulfill his destiny and deliver a love song for an old friend.   \n",
       "9                                                                                                                                Exploration into the tense relationship of success and romance.   \n",
       "\n",
       "                                            title  \\\n",
       "0                                 White Christmas   \n",
       "1                  Miles Davis: Birth of the Cool   \n",
       "2                                         Paradox   \n",
       "3                                Word Party Songs   \n",
       "4                          Not Another Teen Movie   \n",
       "5                         Simon Amstell: Set Free   \n",
       "6                              World Famous Lover   \n",
       "7  Ronny Chieng: Asian Comedian Destroys America!   \n",
       "8                                            Vivo   \n",
       "9                                   Love or Money   \n",
       "\n",
       "                          genres  release_year        id  \n",
       "0                 romance comedy          1954   tm16479  \n",
       "1            documentation music          2019  tm446625  \n",
       "2          western fantasy music          2018  tm370440  \n",
       "3               animation family          2020  ts251607  \n",
       "4                         comedy          2001   tm58382  \n",
       "5                         comedy          2019  tm825952  \n",
       "6                  romance drama          2020  tm848443  \n",
       "7                         comedy          2019  tm844662  \n",
       "8  family comedy animation drama          2021  tm314863  \n",
       "9                        romance          2021  tm997617  "
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result = app.query(\n",
    "    with_movie_query,\n",
    "    description_query_text=\"\",\n",
    "    title_query_text=\"\",\n",
    "    genre_query_text=\"\",\n",
    "    description_weight=1,\n",
    "    title_weight=0,\n",
    "    genre_weight=0,\n",
    "    recency_weight=0,\n",
    "    movie_id=\"tm16479\",\n",
    ")\n",
    "\n",
    "present_result(result)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e164bc36-ac70-4dae-a00e-062c5f68fa28",
   "metadata": {},
   "source": [
    "I got back movies that focus more on the rock-band aspect of the movie. With query parameters I can try to skew the results to be more related to family."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "0ddcf7ae-70fe-453b-8ea0-8af274ec4ee5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>description</th>\n",
       "      <th>title</th>\n",
       "      <th>genres</th>\n",
       "      <th>release_year</th>\n",
       "      <th>id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>A new couple, their exes and their children navigate the emotional challenges and tricky logistics of blended family life in this Swedish dramedy.</td>\n",
       "      <td>Bonus Family</td>\n",
       "      <td>drama comedy reality family documentation music european</td>\n",
       "      <td>2017</td>\n",
       "      <td>ts55939</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>An estranged family gathers together in New York for an event celebrating the artistic work of their father.</td>\n",
       "      <td>The Meyerowitz Stories (New and Selected)</td>\n",
       "      <td>comedy drama</td>\n",
       "      <td>2017</td>\n",
       "      <td>tm244206</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Reunited in their hometown for their father's funeral, two self-interested brothers meet a peculiar woman who shares a huge secret about their family.</td>\n",
       "      <td>The Bros</td>\n",
       "      <td>comedy fantasy</td>\n",
       "      <td>2017</td>\n",
       "      <td>tm357708</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Two talented song-and-dance men team up after the war to become one of the hottest acts in show business. In time they befriend and become romantically involved with the beautiful Haynes...</td>\n",
       "      <td>White Christmas</td>\n",
       "      <td>romance comedy</td>\n",
       "      <td>1954</td>\n",
       "      <td>tm16479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>The story of a family and the various situations navigated by a husband and wife.</td>\n",
       "      <td>Love</td>\n",
       "      <td>thriller drama</td>\n",
       "      <td>2020</td>\n",
       "      <td>tm946277</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Three grown siblings must rethink their idea of family when they learn their parents are getting divorced and have their eyes on new partners.</td>\n",
       "      <td>Love Storm</td>\n",
       "      <td>family</td>\n",
       "      <td>2016</td>\n",
       "      <td>ts83449</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>A dramatic story about a girl and her giving father.</td>\n",
       "      <td>Sen Benim HerŞeyimsin</td>\n",
       "      <td>comedy</td>\n",
       "      <td>2016</td>\n",
       "      <td>tm311456</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Estranged family members re-unite to determine whether to pull the family patriarch out of life support or not.</td>\n",
       "      <td>Dedemin Fişi</td>\n",
       "      <td>comedy family</td>\n",
       "      <td>2016</td>\n",
       "      <td>tm233121</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>A separated couple live together for their child's sake in this satirical dramedy about what it means to be a good parent and spouse in today's world.</td>\n",
       "      <td>Everything Will Be Fine</td>\n",
       "      <td>comedy drama</td>\n",
       "      <td>2021</td>\n",
       "      <td>ts302058</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Years after his father disowns his adopted brother for marrying a woman of lower social standing, a young man goes on a mission to reunite his family.</td>\n",
       "      <td>Kabhi Khushi Kabhie Gham</td>\n",
       "      <td>drama romance</td>\n",
       "      <td>2001</td>\n",
       "      <td>tm36475</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                                                                                                                                     description  \\\n",
       "0                                             A new couple, their exes and their children navigate the emotional challenges and tricky logistics of blended family life in this Swedish dramedy.   \n",
       "1                                                                                   An estranged family gathers together in New York for an event celebrating the artistic work of their father.   \n",
       "2                                         Reunited in their hometown for their father's funeral, two self-interested brothers meet a peculiar woman who shares a huge secret about their family.   \n",
       "3  Two talented song-and-dance men team up after the war to become one of the hottest acts in show business. In time they befriend and become romantically involved with the beautiful Haynes...   \n",
       "4                                                                                                              The story of a family and the various situations navigated by a husband and wife.   \n",
       "5                                                 Three grown siblings must rethink their idea of family when they learn their parents are getting divorced and have their eyes on new partners.   \n",
       "6                                                                                                                                           A dramatic story about a girl and her giving father.   \n",
       "7                                                                                Estranged family members re-unite to determine whether to pull the family patriarch out of life support or not.   \n",
       "8                                         A separated couple live together for their child's sake in this satirical dramedy about what it means to be a good parent and spouse in today's world.   \n",
       "9                                         Years after his father disowns his adopted brother for marrying a woman of lower social standing, a young man goes on a mission to reunite his family.   \n",
       "\n",
       "                                       title  \\\n",
       "0                               Bonus Family   \n",
       "1  The Meyerowitz Stories (New and Selected)   \n",
       "2                                   The Bros   \n",
       "3                            White Christmas   \n",
       "4                                       Love   \n",
       "5                                 Love Storm   \n",
       "6                      Sen Benim HerŞeyimsin   \n",
       "7                               Dedemin Fişi   \n",
       "8                    Everything Will Be Fine   \n",
       "9                   Kabhi Khushi Kabhie Gham   \n",
       "\n",
       "                                                     genres  release_year  \\\n",
       "0  drama comedy reality family documentation music european          2017   \n",
       "1                                              comedy drama          2017   \n",
       "2                                            comedy fantasy          2017   \n",
       "3                                            romance comedy          1954   \n",
       "4                                            thriller drama          2020   \n",
       "5                                                    family          2016   \n",
       "6                                                    comedy          2016   \n",
       "7                                             comedy family          2016   \n",
       "8                                              comedy drama          2021   \n",
       "9                                             drama romance          2001   \n",
       "\n",
       "         id  \n",
       "0   ts55939  \n",
       "1  tm244206  \n",
       "2  tm357708  \n",
       "3   tm16479  \n",
       "4  tm946277  \n",
       "5   ts83449  \n",
       "6  tm311456  \n",
       "7  tm233121  \n",
       "8  ts302058  \n",
       "9   tm36475  "
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result = app.query(\n",
    "    with_movie_query,\n",
    "    description_query_text=\"family\",\n",
    "    title_query_text=\"\",\n",
    "    genre_query_text=\"\",\n",
    "    description_weight=1,\n",
    "    title_weight=0,\n",
    "    genre_weight=0,\n",
    "    recency_weight=0,\n",
    "    description_query_weight=1,\n",
    "    movie_id=\"tm16479\",\n",
    ")\n",
    "\n",
    "present_result(result)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b72f2b5e-2ee4-47e2-93d9-9ce0ca79e1b6",
   "metadata": {},
   "source": [
    "Taking a closer look at the description of these result movies, we can see that they share some aspect of the movie we are searching with - blended together with some notion of family:"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "33d4cb73-1924-4653-89cc-5541a21a6fb5",
   "metadata": {},
   "source": [
    "After all, this evening I am in the mood for something light - I can also skew the results towards a specific genre: comedy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "2efc1e79-2d13-4fae-bdf5-77a1e3d5d0c6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>description</th>\n",
       "      <th>title</th>\n",
       "      <th>genres</th>\n",
       "      <th>release_year</th>\n",
       "      <th>id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>On a bet, a gridiron hero at John Hughes High School sets out to turn a bespectacled plain Jane into a beautiful and popular prom queen in this outrageous send-up of the teen movies of t...</td>\n",
       "      <td>Not Another Teen Movie</td>\n",
       "      <td>comedy</td>\n",
       "      <td>2001</td>\n",
       "      <td>tm58382</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Comedies Honest, introspective comic Simon Amstell digs deep and delivers a uniquely vulnerable stand-up set on love, ego, intimacy and ayahuasca.</td>\n",
       "      <td>Simon Amstell: Set Free</td>\n",
       "      <td>comedy</td>\n",
       "      <td>2019</td>\n",
       "      <td>tm825952</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Ronny Chieng (\"The Daily Show,\" \"Crazy Rich Asians\") takes center stage in this stand-up special and riffs on modern American life and more.</td>\n",
       "      <td>Ronny Chieng: Asian Comedian Destroys America!</td>\n",
       "      <td>comedy</td>\n",
       "      <td>2019</td>\n",
       "      <td>tm844662</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Two talented song-and-dance men team up after the war to become one of the hottest acts in show business. In time they befriend and become romantically involved with the beautiful Haynes...</td>\n",
       "      <td>White Christmas</td>\n",
       "      <td>romance comedy</td>\n",
       "      <td>1954</td>\n",
       "      <td>tm16479</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>With unique individual perspectives that converge into a unified voice, sketch comedy group Astronomy Club delivers a smart and absurd brand of humor.</td>\n",
       "      <td>Astronomy Club: The Sketch Show</td>\n",
       "      <td>comedy</td>\n",
       "      <td>2019</td>\n",
       "      <td>ts223308</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Argentine actor and comedian Fernando Sanjiao uses humor and impersonations to explore the concepts of masculinity and fatherhood in modern times.</td>\n",
       "      <td>Fernando Sanjiao: Hombre</td>\n",
       "      <td>comedy</td>\n",
       "      <td>2018</td>\n",
       "      <td>tm416134</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Get ready to scream with laughter! Sam Kinison's primal scream will echo down through the comedy hall of fame summing up so much of modernity's horror and stupidity. This concert was tap...</td>\n",
       "      <td>Sam Kinison: Family Entertainment Hour</td>\n",
       "      <td>comedy</td>\n",
       "      <td>1991</td>\n",
       "      <td>tm8687</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Six stand-ups explore the coarse and salacious side of comedy in this series of half-hour specials. For mature audiences.</td>\n",
       "      <td>The Degenerates</td>\n",
       "      <td>comedy</td>\n",
       "      <td>2018</td>\n",
       "      <td>ts85126</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Mo Gilligan blends smooth moves and sharp humor as he riffs on humble beginnings, family dynamics and the complex art of dancing in the club.</td>\n",
       "      <td>Mo Gilligan: Momentum</td>\n",
       "      <td>comedy</td>\n",
       "      <td>2019</td>\n",
       "      <td>tm832844</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>French comedy phenom Fary puts a playful spin on questions of identity, culture and more in the first half of an epic two-part stand-up special.</td>\n",
       "      <td>Fary: Hexagone</td>\n",
       "      <td>comedy</td>\n",
       "      <td>2020</td>\n",
       "      <td>ts234505</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                                                                                                                                     description  \\\n",
       "0  On a bet, a gridiron hero at John Hughes High School sets out to turn a bespectacled plain Jane into a beautiful and popular prom queen in this outrageous send-up of the teen movies of t...   \n",
       "1                                             Comedies Honest, introspective comic Simon Amstell digs deep and delivers a uniquely vulnerable stand-up set on love, ego, intimacy and ayahuasca.   \n",
       "2                                                   Ronny Chieng (\"The Daily Show,\" \"Crazy Rich Asians\") takes center stage in this stand-up special and riffs on modern American life and more.   \n",
       "3  Two talented song-and-dance men team up after the war to become one of the hottest acts in show business. In time they befriend and become romantically involved with the beautiful Haynes...   \n",
       "4                                         With unique individual perspectives that converge into a unified voice, sketch comedy group Astronomy Club delivers a smart and absurd brand of humor.   \n",
       "5                                             Argentine actor and comedian Fernando Sanjiao uses humor and impersonations to explore the concepts of masculinity and fatherhood in modern times.   \n",
       "6  Get ready to scream with laughter! Sam Kinison's primal scream will echo down through the comedy hall of fame summing up so much of modernity's horror and stupidity. This concert was tap...   \n",
       "7                                                                      Six stand-ups explore the coarse and salacious side of comedy in this series of half-hour specials. For mature audiences.   \n",
       "8                                                  Mo Gilligan blends smooth moves and sharp humor as he riffs on humble beginnings, family dynamics and the complex art of dancing in the club.   \n",
       "9                                               French comedy phenom Fary puts a playful spin on questions of identity, culture and more in the first half of an epic two-part stand-up special.   \n",
       "\n",
       "                                            title          genres  \\\n",
       "0                          Not Another Teen Movie          comedy   \n",
       "1                         Simon Amstell: Set Free          comedy   \n",
       "2  Ronny Chieng: Asian Comedian Destroys America!          comedy   \n",
       "3                                 White Christmas  romance comedy   \n",
       "4                 Astronomy Club: The Sketch Show          comedy   \n",
       "5                        Fernando Sanjiao: Hombre          comedy   \n",
       "6          Sam Kinison: Family Entertainment Hour          comedy   \n",
       "7                                 The Degenerates          comedy   \n",
       "8                           Mo Gilligan: Momentum          comedy   \n",
       "9                                  Fary: Hexagone          comedy   \n",
       "\n",
       "   release_year        id  \n",
       "0          2001   tm58382  \n",
       "1          2019  tm825952  \n",
       "2          2019  tm844662  \n",
       "3          1954   tm16479  \n",
       "4          2019  ts223308  \n",
       "5          2018  tm416134  \n",
       "6          1991    tm8687  \n",
       "7          2018   ts85126  \n",
       "8          2019  tm832844  \n",
       "9          2020  ts234505  "
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "result = app.query(\n",
    "    with_movie_query,\n",
    "    description_query_text=\"\",\n",
    "    title_query_text=\"\",\n",
    "    genre_query_text=\"comedy\",\n",
    "    description_weight=1,\n",
    "    title_weight=0,\n",
    "    genre_weight=2,\n",
    "    recency_weight=0,\n",
    "    description_query_weight=1,\n",
    "    movie_id=\"tm16479\",\n",
    ")\n",
    "\n",
    "present_result(result)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
